2dqw-u35p

Dataset statistics

Number of variables	25
Number of observations	212114
Missing cells	1099585
Missing cells (%)	20.7%
Duplicate rows	160
Duplicate rows (%)	0.1%
Total size in memory	246.1 MiB
Average record size in memory	1.2 KiB

Variable types

CAT	19
NUM	6

Warnings

Dataset has 160 (0.1%) duplicate rows	Duplicates
`Parent1Name` has a high cardinality: 52 distinct values	High cardinality
`Parent1Name_es` has a high cardinality: 53 distinct values	High cardinality
`Parent4Name` has a high cardinality: 62 distinct values	High cardinality
`Parent4Name_es` has a high cardinality: 63 distinct values	High cardinality
`description` has a high cardinality: 108 distinct values	High cardinality
`description_es` has a high cardinality: 102 distinct values	High cardinality
`code` has a high cardinality: 147 distinct values	High cardinality
`unit` has a high cardinality: 116 distinct values	High cardinality
`Commoditie` has a high cardinality: 62 distinct values	High cardinality
`Commoditie_es` has a high cardinality: 62 distinct values	High cardinality
`country` is highly correlated with `country_id` and 1 other fields	High correlation
`country_id` is highly correlated with `country` and 1 other fields	High correlation
`country_es` is highly correlated with `country_id` and 1 other fields	High correlation
`Parent1Name_es` is highly correlated with `Parent1Name` and 3 other fields	High correlation
`Parent1Name` is highly correlated with `Parent1Name_es` and 4 other fields	High correlation
`Parent2Name` is highly correlated with `Parent1Name` and 4 other fields	High correlation
`Parent2Name_es` is highly correlated with `Parent1Name` and 6 other fields	High correlation
`Parent3Name` is highly correlated with `Parent1Name` and 4 other fields	High correlation
`Parent3Name_es` is highly correlated with `Parent1Name` and 4 other fields	High correlation
`Parent4Name_es` is highly correlated with `Parent4Name` and 1 other fields	High correlation
`Parent4Name` is highly correlated with `Parent4Name_es` and 1 other fields	High correlation
`Category` is highly correlated with `Parent2Name_es` and 2 other fields	High correlation
`Commoditie_es` is highly correlated with `Commoditie`	High correlation
`Commoditie` is highly correlated with `Commoditie_es`	High correlation
`unitusd` is highly correlated with `Parent2Name` and 1 other fields	High correlation
`Parent2Name` has 137615 (64.9%) missing values	Missing
`Parent2Name_es` has 137615 (64.9%) missing values	Missing
`Parent3Name` has 195075 (92.0%) missing values	Missing
`Parent3Name_es` has 195075 (92.0%) missing values	Missing
`Parent4Name` has 201692 (95.1%) missing values	Missing
`Parent4Name_es` has 201692 (95.1%) missing values	Missing
`Graph_Order` has 27027 (12.7%) missing values	Missing
`value` is highly skewed (γ1 = 61.62315453)	Skewed
`valueusd` is highly skewed (γ1 = 87.85401746)	Skewed
`comm_id` has 23429 (11.0%) zeros	Zeros
`value` has 89201 (42.1%) zeros	Zeros
`valueusd` has 89421 (42.2%) zeros	Zeros

Reproduction

Analysis started	2020-12-12 20:21:44.195749
Analysis finished	2020-12-12 20:22:09.556072
Duration	25.36 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

country_id
Categorical

HIGH CORRELATION

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

EU	27060
US	22176
CA	22176
MX	20983
CL	18360
Other values (23)	101359

Common Values
Overview

Value	Count	Frequency (%)
EU	27060	12.8%
US	22176	10.5%
CA	22176	10.5%
MX	20983	9.9%
CL	18360	8.7%
CO	15144	7.1%
BR	11683	5.5%
CR	10818	5.1%
AR	9836	4.6%
GT	5842	2.8%
DO	5448	2.6%
JM	4251	2.0%
SV	3932	1.9%
EC	3316	1.6%
PY	2962	1.4%
NI	2893	1.4%
UY	2832	1.3%
PE	2754	1.3%
SR	2746	1.3%
HN	2669	1.3%
PN	2582	1.2%
TT	2531	1.2%
HT	2079	1.0%
BH	1575	0.7%
BA	1560	0.7%
Other values (3)	3906	1.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Overview of Unicode Properties

Unique unicode characters	22
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
C	69814	16.5%
U	52068	12.3%
R	35083	8.3%
A	33572	7.9%
E	33130	7.8%
S	28854	6.8%
M	25234	5.9%
O	21812	5.1%
X	20983	4.9%
L	18360	4.3%
B	17518	4.1%
T	12983	3.1%
P	8298	2.0%
N	8144	1.9%
G	7048	1.7%
Y	7000	1.7%
H	6323	1.5%
D	5448	1.3%
J	4251	1.0%
V	3932	0.9%
I	2893	0.7%
Z	1480	0.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	424228	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	69814	16.5%
U	52068	12.3%
R	35083	8.3%
A	33572	7.9%
E	33130	7.8%
S	28854	6.8%
M	25234	5.9%
O	21812	5.1%
X	20983	4.9%
L	18360	4.3%
B	17518	4.1%
T	12983	3.1%
P	8298	2.0%
N	8144	1.9%
G	7048	1.7%
Y	7000	1.7%
H	6323	1.5%
D	5448	1.3%
J	4251	1.0%
V	3932	0.9%
I	2893	0.7%
Z	1480	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	424228	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
C	69814	16.5%
U	52068	12.3%
R	35083	8.3%
A	33572	7.9%
E	33130	7.8%
S	28854	6.8%
M	25234	5.9%
O	21812	5.1%
X	20983	4.9%
L	18360	4.3%
B	17518	4.1%
T	12983	3.1%
P	8298	2.0%
N	8144	1.9%
G	7048	1.7%
Y	7000	1.7%
H	6323	1.5%
D	5448	1.3%
J	4251	1.0%
V	3932	0.9%
I	2893	0.7%
Z	1480	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	424228	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
C	69814	16.5%
U	52068	12.3%
R	35083	8.3%
A	33572	7.9%
E	33130	7.8%
S	28854	6.8%
M	25234	5.9%
O	21812	5.1%
X	20983	4.9%
L	18360	4.3%
B	17518	4.1%
T	12983	3.1%
P	8298	2.0%
N	8144	1.9%
G	7048	1.7%
Y	7000	1.7%
H	6323	1.5%
D	5448	1.3%
J	4251	1.0%
V	3932	0.9%
I	2893	0.7%
Z	1480	0.3%

country
Categorical

HIGH CORRELATION

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

European Union	27060
UNITED STATES	22176
CANADA	22176
MEXICO	20983
CHILE	18360
Other values (23)	101359

Common Values
Overview

Value	Count	Frequency (%)
European Union	27060	12.8%
UNITED STATES	22176	10.5%
CANADA	22176	10.5%
MEXICO	20983	9.9%
CHILE	18360	8.7%
COLOMBIA	15144	7.1%
BRAZIL	11683	5.5%
COSTA RICA	10818	5.1%
ARGENTINA	9836	4.6%
GUATEMALA	5842	2.8%
DOMINICAN REPUBLIC	5448	2.6%
JAMAICA	4251	2.0%
EL SALVADOR	3932	1.9%
ECUADOR	3316	1.6%
PARAGUAY	2962	1.4%
NICARAGUA	2893	1.4%
URUGUAY	2832	1.3%
PERU	2754	1.3%
SURINAME	2746	1.3%
HONDURAS	2669	1.3%
PANAMA	2582	1.2%
TRINIDAD AND TOBAGO	2531	1.2%
HAITI	2079	1.0%
BAHAMAS	1575	0.7%
BARBADOS	1560	0.7%
Other values (3)	3906	1.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	8
Mean length	8.951455349
Min length	4

Overview of Unicode Properties

Unique unicode characters	31
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	258453	13.6%
I	148374	7.8%
E	147589	7.8%
C	119655	6.3%
T	100165	5.3%
N	92078	4.8%
U	87568	4.6%
O	85296	4.5%
n	81180	4.3%
	74496	3.9%
D	68870	3.6%
S	67652	3.6%
L	67041	3.5%
R	65980	3.5%
M	58571	3.1%
o	54120	2.9%
B	42201	2.2%
G	28102	1.5%
u	27060	1.4%
r	27060	1.4%
p	27060	1.4%
e	27060	1.4%
a	27060	1.4%
i	27060	1.4%
H	24683	1.3%
Other values (6)	64295	3.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1526573	80.4%
Lowercase Letter	297660	15.7%
Space Separator	74496	3.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	258453	16.9%
I	148374	9.7%
E	147589	9.7%
C	119655	7.8%
T	100165	6.6%
N	92078	6.0%
U	87568	5.7%
O	85296	5.6%
D	68870	4.5%
S	67652	4.4%
L	67041	4.4%
R	65980	4.3%
M	58571	3.8%
B	42201	2.8%
G	28102	1.8%
H	24683	1.6%
X	20983	1.4%
P	13746	0.9%
Z	13163	0.9%
Y	7000	0.5%
V	5152	0.3%
J	4251	0.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	74496	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	81180	27.3%
o	54120	18.2%
u	27060	9.1%
r	27060	9.1%
p	27060	9.1%
e	27060	9.1%
a	27060	9.1%
i	27060	9.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1824233	96.1%
Common	74496	3.9%

Most frequent Latin characters

Value	Count	Frequency (%)
A	258453	14.2%
I	148374	8.1%
E	147589	8.1%
C	119655	6.6%
T	100165	5.5%
N	92078	5.0%
U	87568	4.8%
O	85296	4.7%
n	81180	4.5%
D	68870	3.8%
S	67652	3.7%
L	67041	3.7%
R	65980	3.6%
M	58571	3.2%
o	54120	3.0%
B	42201	2.3%
G	28102	1.5%
u	27060	1.5%
r	27060	1.5%
p	27060	1.5%
e	27060	1.5%
a	27060	1.5%
i	27060	1.5%
H	24683	1.4%
X	20983	1.2%
Other values (5)	43312	2.4%

Most frequent Common characters

Value	Count	Frequency (%)
	74496	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1898729	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	258453	13.6%
I	148374	7.8%
E	147589	7.8%
C	119655	6.3%
T	100165	5.3%
N	92078	4.8%
U	87568	4.6%
O	85296	4.5%
n	81180	4.3%
	74496	3.9%
D	68870	3.6%
S	67652	3.6%
L	67041	3.5%
R	65980	3.5%
M	58571	3.1%
o	54120	2.9%
B	42201	2.2%
G	28102	1.5%
u	27060	1.4%
r	27060	1.4%
p	27060	1.4%
e	27060	1.4%
a	27060	1.4%
i	27060	1.4%
H	24683	1.3%
Other values (6)	64295	3.4%

country_es
Categorical

HIGH CORRELATION

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

UNION EUROPEA	27060
CANADÁ	22176
ESTADOS UNIDOS	22176
MÉXICO	20983
CHILE	18360
Other values (23)	101359

Common Values
Overview

Value	Count	Frequency (%)
UNION EUROPEA	27060	12.8%
CANADÁ	22176	10.5%
ESTADOS UNIDOS	22176	10.5%
MÉXICO	20983	9.9%
CHILE	18360	8.7%
COLOMBIA	15144	7.1%
BRASIL	11683	5.5%
COSTA RICA	10818	5.1%
ARGENTINA	9836	4.6%
GUATEMALA	5842	2.8%
REPÚBLICA DOMINICANA	5448	2.6%
JAMAICA	4251	2.0%
EL SALVADOR	3932	1.9%
ECUADOR	3316	1.6%
PARAGUAY	2962	1.4%
NICARAGUA	2893	1.4%
URUGUAY	2832	1.3%
PERÚ	2754	1.3%
SURINAM	2746	1.3%
HONDURAS	2669	1.3%
PANAMÁ	2582	1.2%
Trinidad y Tobago	2531	1.2%
HAITÍ	2079	1.0%
BAHAMAS	1575	0.7%
BARBADOS	1560	0.7%
Other values (3)	3906	1.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	20
Median length	8
Mean length	8.942988204
Min length	4

Overview of Unicode Properties

Unique unicode characters	35
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	264058	13.9%
O	178706	9.4%
I	168293	8.9%
N	141136	7.4%
E	128744	6.8%
C	121135	6.4%
U	106426	5.6%
S	101511	5.4%
R	90509	4.8%
D	83453	4.4%
	74496	3.9%
L	67041	3.5%
M	58571	3.1%
T	55813	2.9%
P	40806	2.2%
B	39670	2.1%
G	25571	1.3%
Á	24758	1.3%
H	24683	1.3%
É	20983	1.1%
X	20983	1.1%
Ú	8202	0.4%
Y	7000	0.4%
V	5152	0.3%
i	5062	0.3%
Other values (10)	34171	1.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1789534	94.3%
Space Separator	74496	3.9%
Lowercase Letter	32903	1.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	264058	14.8%
O	178706	10.0%
I	168293	9.4%
N	141136	7.9%
E	128744	7.2%
C	121135	6.8%
U	106426	5.9%
S	101511	5.7%
R	90509	5.1%
D	83453	4.7%
L	67041	3.7%
M	58571	3.3%
T	55813	3.1%
P	40806	2.3%
B	39670	2.2%
G	25571	1.4%
Á	24758	1.4%
H	24683	1.4%
É	20983	1.2%
X	20983	1.2%
Ú	8202	0.5%
Y	7000	0.4%
V	5152	0.3%
J	4251	0.2%
Í	2079	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	5062	15.4%
d	5062	15.4%
a	5062	15.4%
o	5062	15.4%
r	2531	7.7%
n	2531	7.7%
y	2531	7.7%
b	2531	7.7%
g	2531	7.7%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	74496	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1822437	96.1%
Common	74496	3.9%

Most frequent Latin characters

Value	Count	Frequency (%)
A	264058	14.5%
O	178706	9.8%
I	168293	9.2%
N	141136	7.7%
E	128744	7.1%
C	121135	6.6%
U	106426	5.8%
S	101511	5.6%
R	90509	5.0%
D	83453	4.6%
L	67041	3.7%
M	58571	3.2%
T	55813	3.1%
P	40806	2.2%
B	39670	2.2%
G	25571	1.4%
Á	24758	1.4%
H	24683	1.4%
É	20983	1.2%
X	20983	1.2%
Ú	8202	0.5%
Y	7000	0.4%
V	5152	0.3%
i	5062	0.3%
d	5062	0.3%
Other values (9)	29109	1.6%

Most frequent Common characters

Value	Count	Frequency (%)
	74496	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1840911	97.0%
None	56022	3.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	264058	14.3%
O	178706	9.7%
I	168293	9.1%
N	141136	7.7%
E	128744	7.0%
C	121135	6.6%
U	106426	5.8%
S	101511	5.5%
R	90509	4.9%
D	83453	4.5%
	74496	4.0%
L	67041	3.6%
M	58571	3.2%
T	55813	3.0%
P	40806	2.2%
B	39670	2.2%
G	25571	1.4%
H	24683	1.3%
X	20983	1.1%
Y	7000	0.4%
V	5152	0.3%
i	5062	0.3%
d	5062	0.3%
a	5062	0.3%
o	5062	0.3%
Other values (6)	16906	0.9%

Most frequent None characters

Value	Count	Frequency (%)
Á	24758	44.2%
É	20983	37.5%
Ú	8202	14.6%
Í	2079	3.7%

Parent1Name
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	52
Distinct (%)	< 0.1%
Missing	592
Missing (%)	0.3%
Memory size	1.6 MiB

Producer Single Commodity Transfers	25532
Budgetary Transfers	20990
Producer Support Estimate (PSE)	16328
Payments based on input use	14724
Value of Production (at farm gate)	10906
Other values (47)	123042

Common Values
Overview

Value	Count	Frequency (%)
Producer Single Commodity Transfers	25532	12.0%
Budgetary Transfers	20990	9.9%
Producer Support Estimate (PSE)	16328	7.7%
Payments based on input use	14724	6.9%
Value of Production (at farm gate)	10906	5.1%
Level of Production	10073	4.7%
Payments based on output	9516	4.5%
General Services Support Estimate (GSSE)	6854	3.2%
Market Transfers	6125	2.9%
Market Price Support (MPS)	5505	2.6%
Producer NPC	5466	2.6%
% Producer Single Commodity Transfers	5452	2.6%
Consumer NPC	5382	2.5%
Producer Price (at farm gate)	5197	2.5%
Market Price Differential	5195	2.4%
Level of Consumption	5195	2.4%
Transfers to Producers From Consumers	5195	2.4%
Reference Price (at farm gate)	5195	2.4%
Value of Consumption (at farm gate)	5195	2.4%
Other Transfers From Consumers	5194	2.4%
Excess Feed Cost	5130	2.4%
Consumer Single Commodity Transfers (CSCT)	5111	2.4%
Consumption Price (at farm gate)	5098	2.4%
Payments based on output per tonne	4593	2.2%
Price levies based on output(-)	3781	1.8%
Other values (27)	8590	4.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	63
Median length	30
Mean length	27.82870532
Min length	3

Overview of Unicode Properties

Unique unicode characters	46
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	637419	10.8%
e	555022	9.4%
r	506389	8.6%
o	386632	6.5%
t	372989	6.3%
a	338192	5.7%
s	337909	5.7%
n	298070	5.0%
u	263655	4.5%
m	212124	3.6%
i	204926	3.5%
d	182563	3.1%
P	180718	3.1%
f	160445	2.7%
c	138561	2.3%
S	116924	2.0%
p	115562	2.0%
C	102293	1.7%
g	92952	1.6%
l	89436	1.5%
y	87469	1.5%
T	84779	1.4%
(	71900	1.2%
)	71900	1.2%
E	55486	0.9%
Other values (21)	238543	4.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4432262	75.1%
Uppercase Letter	678825	11.5%
Space Separator	637419	10.8%
Open Punctuation	71900	1.2%
Close Punctuation	71900	1.2%
Other Punctuation	6133	0.1%
Dash Punctuation	4419	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	180718	26.6%
S	116924	17.2%
C	102293	15.1%
T	84779	12.5%
E	55486	8.2%
M	22922	3.4%
B	21326	3.1%
V	17697	2.6%
F	16111	2.4%
L	15379	2.3%
G	13849	2.0%
N	11877	1.7%
R	6498	1.0%
O	5837	0.9%
D	5210	0.8%
A	1904	0.3%
U	15	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	555022	12.5%
r	506389	11.4%
o	386632	8.7%
t	372989	8.4%
a	338192	7.6%
s	337909	7.6%
n	298070	6.7%
u	263655	5.9%
m	212124	4.8%
i	204926	4.6%
d	182563	4.1%
f	160445	3.6%
c	138561	3.1%
p	115562	2.6%
g	92952	2.1%
l	89436	2.0%
y	87469	2.0%
b	33147	0.7%
v	26285	0.6%
k	16825	0.4%
h	6689	0.2%
x	5828	0.1%
w	592	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	637419	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	71900	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	71900	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
%	5452	88.9%
,	681	11.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	4419	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5111087	86.6%
Common	791771	13.4%

Most frequent Latin characters

Value	Count	Frequency (%)
e	555022	10.9%
r	506389	9.9%
o	386632	7.6%
t	372989	7.3%
a	338192	6.6%
s	337909	6.6%
n	298070	5.8%
u	263655	5.2%
m	212124	4.2%
i	204926	4.0%
d	182563	3.6%
P	180718	3.5%
f	160445	3.1%
c	138561	2.7%
S	116924	2.3%
p	115562	2.3%
C	102293	2.0%
g	92952	1.8%
l	89436	1.7%
y	87469	1.7%
T	84779	1.7%
E	55486	1.1%
b	33147	0.6%
v	26285	0.5%
M	22922	0.4%
Other values (15)	145637	2.8%

Most frequent Common characters

Value	Count	Frequency (%)
	637419	80.5%
(	71900	9.1%
)	71900	9.1%
%	5452	0.7%
-	4419	0.6%
,	681	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5902858	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	637419	10.8%
e	555022	9.4%
r	506389	8.6%
o	386632	6.5%
t	372989	6.3%
a	338192	5.7%
s	337909	5.7%
n	298070	5.0%
u	263655	4.5%
m	212124	3.6%
i	204926	3.5%
d	182563	3.1%
P	180718	3.1%
f	160445	2.7%
c	138561	2.3%
S	116924	2.0%
p	115562	2.0%
C	102293	1.7%
g	92952	1.6%
l	89436	1.5%
y	87469	1.5%
T	84779	1.4%
(	71900	1.2%
)	71900	1.2%
E	55486	0.9%
Other values (21)	238543	4.0%

Parent1Name_es
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	53
Distinct (%)	< 0.1%
Missing	932
Missing (%)	0.4%
Memory size	1.6 MiB

Transferencias al Productor de un Producto Individual	25532
Transferencias Presupuestarias	20990
Estimado de Apoyo al Productor	16021
Pagos basados en el uso de Insumos	13502
Valor de Producción (en finca)	10906
Other values (48)	124231

Common Values
Overview

Value	Count	Frequency (%)
Transferencias al Productor de un Producto Individual	25532	12.0%
Transferencias Presupuestarias	20990	9.9%
Estimado de Apoyo al Productor	16021	7.6%
Pagos basados en el uso de Insumos	13502	6.4%
Valor de Producción (en finca)	10906	5.1%
Nivel de Producción	10073	4.7%
Pagos Basados en la Producción	9516	4.5%
Estimado de Apoyo a Servicios Generales (EASG)	6854	3.2%
Transferencias de Mercado	6125	2.9%
Apoyo al Precio de Mercado	5505	2.6%
CPN del Productor	5466	2.6%
Transferencias al Productor de un Producto Individual (%)	5452	2.6%
Precio al Productor (Precio en finca)	5197	2.5%
Nivel de Consumo	5195	2.4%
Diferencial de Precio de Mercado	5195	2.4%
Precio de Referencia (Precio en finca)	5195	2.4%
Transferencias a los Productores de los Consumidores	5195	2.4%
Valor de Consumo (Precio en finca)	5195	2.4%
Otras Transferencias de los Consumidores	5194	2.4%
Exceso de Coste del Pienso	5130	2.4%
Pagos Basados en la Producción por Tonelada	5126	2.4%
Transferencias al Consumidor de un Producto Individual	5111	2.4%
CPN del Consumidor	5111	2.4%
Precio de Consumo (Precio en finca)	5098	2.4%
Gravámenes de precio basados en la producción (-)	3781	1.8%
Other values (28)	9517	4.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	86
Median length	32
Mean length	35.18091215
Min length	3

Overview of Unicode Properties

Unique unicode characters	48
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	894374	12.0%
e	644496	8.6%
o	640869	8.6%
a	558194	7.5%
r	552555	7.4%
s	498564	6.7%
d	494371	6.6%
n	455383	6.1%
i	394736	5.3%
c	389289	5.2%
u	327257	4.4%
P	254411	3.4%
l	224693	3.0%
t	161969	2.2%
f	119790	1.6%
T	84347	1.1%
m	82123	1.1%
p	65927	0.9%
v	62044	0.8%
C	55399	0.7%
I	51244	0.7%
(	50408	0.7%
)	50408	0.7%
A	41308	0.6%
ó	41129	0.6%
Other values (23)	267076	3.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5804617	77.8%
Space Separator	894374	12.0%
Uppercase Letter	651854	8.7%
Open Punctuation	50408	0.7%
Close Punctuation	50408	0.7%
Other Punctuation	6315	0.1%
Dash Punctuation	4117	0.1%
Decimal Number	271	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	254411	39.0%
T	84347	12.9%
C	55399	8.5%
I	51244	7.9%
A	41308	6.3%
E	38836	6.0%
N	26856	4.1%
V	17968	2.8%
G	17541	2.7%
M	17417	2.7%
B	15953	2.4%
S	14174	2.2%
R	5685	0.9%
O	5490	0.8%
D	5210	0.8%
U	15	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	644496	11.1%
o	640869	11.0%
a	558194	9.6%
r	552555	9.5%
s	498564	8.6%
d	494371	8.5%
n	455383	7.8%
i	394736	6.8%
c	389289	6.7%
u	327257	5.6%
l	224693	3.9%
t	161969	2.8%
f	119790	2.1%
m	82123	1.4%
p	65927	1.1%
v	62044	1.1%
ó	41129	0.7%
g	30750	0.5%
y	29861	0.5%
b	18773	0.3%
x	5130	0.1%
á	3781	0.1%
j	1885	< 0.1%
í	1048	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	894374	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	50408	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	50408	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
%	5452	86.3%
,	592	9.4%
.	271	4.3%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	4117	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
3	271	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6456471	86.5%
Common	1005893	13.5%

Most frequent Latin characters

Value	Count	Frequency (%)
e	644496	10.0%
o	640869	9.9%
a	558194	8.6%
r	552555	8.6%
s	498564	7.7%
d	494371	7.7%
n	455383	7.1%
i	394736	6.1%
c	389289	6.0%
u	327257	5.1%
P	254411	3.9%
l	224693	3.5%
t	161969	2.5%
f	119790	1.9%
T	84347	1.3%
m	82123	1.3%
p	65927	1.0%
v	62044	1.0%
C	55399	0.9%
I	51244	0.8%
A	41308	0.6%
ó	41129	0.6%
E	38836	0.6%
g	30750	0.5%
y	29861	0.5%
Other values (15)	156926	2.4%

Most frequent Common characters

Value	Count	Frequency (%)
	894374	88.9%
(	50408	5.0%
)	50408	5.0%
%	5452	0.5%
-	4117	0.4%
,	592	0.1%
.	271	< 0.1%
3	271	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7416406	99.4%
None	45958	0.6%

Most frequent ASCII characters

Value	Count	Frequency (%)
	894374	12.1%
e	644496	8.7%
o	640869	8.6%
a	558194	7.5%
r	552555	7.5%
s	498564	6.7%
d	494371	6.7%
n	455383	6.1%
i	394736	5.3%
c	389289	5.2%
u	327257	4.4%
P	254411	3.4%
l	224693	3.0%
t	161969	2.2%
f	119790	1.6%
T	84347	1.1%
m	82123	1.1%
p	65927	0.9%
v	62044	0.8%
C	55399	0.7%
I	51244	0.7%
(	50408	0.7%
)	50408	0.7%
A	41308	0.6%
E	38836	0.5%
Other values (20)	223411	3.0%

Most frequent None characters

Value	Count	Frequency (%)
ó	41129	89.5%
á	3781	8.2%
í	1048	2.3%

Parent2Name
Categorical

HIGH CORRELATION
MISSING

Distinct	30
Distinct (%)	< 0.1%
Missing	137615
Missing (%)	64.9%
Memory size	1.6 MiB

Support based on commodity outputs	16804
Payments based on input use	6786
Transfers to Producers From Taxpayers	5248
Variable input use	5073
Payments based on non-current A/AN/R/I, production required	4999
Other values (25)	35589

Common Values
Overview

Value	Count	Frequency (%)
Support based on commodity outputs	16804	7.9%
Payments based on input use	6786	3.2%
Transfers to Producers From Taxpayers	5248	2.5%
Variable input use	5073	2.4%
Payments based on non-current A/AN/R/I, production required	4999	2.4%
Fixed capital formation	4840	2.3%
On-farm services	4811	2.3%
Payments based on current A/AN/R/I, production required, single commodity	4803	2.3%
Price levies (-)	4635	2.2%
Transfers to consumers from taxpayers	4548	2.1%
J. Development and maintenance of infrastructure	1783	0.8%
Payments based on non-commodity criteria	1466	0.7%
I. Inspection and control	1420	0.7%
H. Agricultural knowledge and innovation system	1154	0.5%
K. Marketing and promotion	1041	0.5%
Price Levies (-)	550	0.3%
Transfers to Consumers From Taxpayers	521	0.2%
Total Value of Production of Which, Share of MPS Commodities (%)	399	0.2%
Value of Consumption (farm gate): MPS Commodities	399	0.2%
Payments based on non-current A/AN/R/I, production not required	383	0.2%
Payments based on current A/AN/R/I, production required	381	0.2%
M. Miscellaneous	376	0.2%
L. Cost of public stockholding	355	0.2%
Transfers to Producers From Consumers (-)	347	0.2%
Other Transfers From Consumers (-)	347	0.2%
Other values (5)	1030	0.5%
(Missing)	137615	64.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	73
Median length	3
Mean length	14.03664067
Min length	3

Overview of Unicode Properties

Unique unicode characters	52
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	436583	14.7%
	285550	9.6%
a	272609	9.2%
o	209784	7.0%
e	195246	6.6%
t	172644	5.8%
r	171200	5.8%
s	164005	5.5%
u	126090	4.2%
i	113981	3.8%
m	100829	3.4%
d	99019	3.3%
p	93626	3.1%
c	81716	2.7%
y	54055	1.8%
b	41050	1.4%
f	31718	1.1%
/	31698	1.1%
P	30844	1.0%
l	29479	1.0%
A	22296	0.7%
S	18011	0.6%
-	17538	0.6%
T	17179	0.6%
,	15768	0.5%
Other values (27)	144850	4.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2447176	82.2%
Space Separator	285550	9.6%
Uppercase Letter	159347	5.4%
Other Punctuation	54403	1.8%
Dash Punctuation	17538	0.6%
Open Punctuation	6677	0.2%
Close Punctuation	6677	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	436583	17.8%
a	272609	11.1%
o	209784	8.6%
e	195246	8.0%
t	172644	7.1%
r	171200	7.0%
s	164005	6.7%
u	126090	5.2%
i	113981	4.7%
m	100829	4.1%
d	99019	4.0%
p	93626	3.8%
c	81716	3.3%
y	54055	2.2%
b	41050	1.7%
f	31718	1.3%
l	29479	1.2%
x	15494	0.6%
v	12943	0.5%
q	10566	0.4%
g	8926	0.4%
k	2550	0.1%
h	1899	0.1%
w	1164	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	30844	19.4%
A	22296	14.0%
S	18011	11.3%
T	17179	10.8%
I	13416	8.4%
F	11640	7.3%
N	10566	6.6%
R	10566	6.6%
V	5871	3.7%
O	5158	3.2%
C	3400	2.1%
M	2978	1.9%
J	1783	1.1%
D	1783	1.1%
H	1164	0.7%
K	1051	0.7%
L	905	0.6%
W	399	0.3%
E	337	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	285550	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	6677	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	6677	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	31698	58.3%
,	15768	29.0%
.	6139	11.3%
:	399	0.7%
%	399	0.7%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	17538	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2606523	87.5%
Common	370845	12.5%

Most frequent Latin characters

Value	Count	Frequency (%)
n	436583	16.7%
a	272609	10.5%
o	209784	8.0%
e	195246	7.5%
t	172644	6.6%
r	171200	6.6%
s	164005	6.3%
u	126090	4.8%
i	113981	4.4%
m	100829	3.9%
d	99019	3.8%
p	93626	3.6%
c	81716	3.1%
y	54055	2.1%
b	41050	1.6%
f	31718	1.2%
P	30844	1.2%
l	29479	1.1%
A	22296	0.9%
S	18011	0.7%
T	17179	0.7%
x	15494	0.6%
I	13416	0.5%
v	12943	0.5%
F	11640	0.4%
Other values (18)	71066	2.7%

Most frequent Common characters

Value	Count	Frequency (%)
	285550	77.0%
/	31698	8.5%
-	17538	4.7%
,	15768	4.3%
(	6677	1.8%
)	6677	1.8%
.	6139	1.7%
:	399	0.1%
%	399	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2977368	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	436583	14.7%
	285550	9.6%
a	272609	9.2%
o	209784	7.0%
e	195246	6.6%
t	172644	5.8%
r	171200	5.8%
s	164005	5.5%
u	126090	4.2%
i	113981	3.8%
m	100829	3.4%
d	99019	3.3%
p	93626	3.1%
c	81716	2.7%
y	54055	1.8%
b	41050	1.4%
f	31718	1.1%
/	31698	1.1%
P	30844	1.0%
l	29479	1.0%
A	22296	0.7%
S	18011	0.6%
-	17538	0.6%
T	17179	0.6%
,	15768	0.5%
Other values (27)	144850	4.9%

Parent2Name_es
Categorical

HIGH CORRELATION
MISSING

Distinct	34
Distinct (%)	< 0.1%
Missing	137615
Missing (%)	64.9%
Memory size	1.6 MiB

Apoyo Basado en Producción de Productos	11345
Apoyo Basados en la Producción de Productos	5459
Transferencias a los Productores de los Contribuyentes	5248
Uso de Insumos Variables	5073
Transferencias a los Consumidores de los Contribuyentes	5069
Other values (29)	42305

Common Values
Overview

Value	Count	Frequency (%)
Apoyo Basado en Producción de Productos	11345	5.3%
Apoyo Basados en la Producción de Productos	5459	2.6%
Transferencias a los Productores de los Contribuyentes	5248	2.5%
Uso de Insumos Variables	5073	2.4%
Transferencias a los Consumidores de los Contribuyentes	5069	2.4%
Formación de Capital Fijo	4840	2.3%
Servicios en finca	4811	2.3%
Pagos Basados en S/NA/V/I Actuales, Producción Requerida, Producto Individual	4803	2.3%
Pagos Basados en S/NA/V/I No-Actuales, Producción Requerida	4760	2.2%
Gravámenes de Precio (-)	4635	2.2%
Pagos basados en el uso de Insumos	4620	2.2%
J. Desarrollo y Mantenimiento de Infraestructura	1783	0.8%
Pagos Basados en Uso de Insumos	1589	0.7%
Pagos Basados en Criterios No Relacionados con el Producto	1466	0.7%
I. Inspección y Control	1420	0.7%
H. Conocimiento Agropecuario y Sistema de Innovación	1077	0.5%
K. Comercialización y Promoción	1041	0.5%
Pagos Basados en el uso de Insumos	577	0.3%
Gravámenes de Precio	550	0.3%
Valor Total de la Producción, de la cual, Proporción de Productos APM	399	0.2%
Valor del Consumo (Precios en finca): Productos APM	399	0.2%
Pagos Misceláneos	387	0.2%
Pagos Basados en S/NA/V/I Actuales, Producción Requerida	381	0.2%
M. Misceláneos	376	0.2%
Transferencias a los productores de los consumidores (-)	347	0.2%
Other values (9)	2044	1.0%
(Missing)	137615	64.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	77
Median length	3
Mean length	16.36138114
Min length	3

Overview of Unicode Properties

Unique unicode characters	54
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	450543	13.0%
	369539	10.6%
a	348530	10.0%
o	301014	8.7%
s	244203	7.0%
e	235019	6.8%
d	176754	5.1%
r	157795	4.5%
c	145978	4.2%
i	137843	4.0%
u	122459	3.5%
P	84270	2.4%
t	80625	2.3%
l	71808	2.1%
A	40253	1.2%
ó	37924	1.1%
m	35582	1.0%
I	33015	1.0%
y	32529	0.9%
/	31698	0.9%
B	31002	0.9%
C	26408	0.8%
p	25566	0.7%
g	20706	0.6%
b	20365	0.6%
Other values (29)	209050	6.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2702815	77.9%
Space Separator	369539	10.6%
Uppercase Letter	321171	9.3%
Other Punctuation	54403	1.6%
Dash Punctuation	11094	0.3%
Open Punctuation	5728	0.2%
Close Punctuation	5728	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	450543	16.7%
a	348530	12.9%
o	301014	11.1%
s	244203	9.0%
e	235019	8.7%
d	176754	6.5%
r	157795	5.8%
c	145978	5.4%
i	137843	5.1%
u	122459	4.5%
t	80625	3.0%
l	71808	2.7%
ó	37924	1.4%
m	35582	1.3%
y	32529	1.2%
p	25566	0.9%
g	20706	0.8%
b	20365	0.8%
f	18596	0.7%
v	15963	0.6%
q	10566	0.4%
á	5948	0.2%
j	4840	0.2%
z	1041	< 0.1%
ú	322	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	84270	26.2%
A	40253	12.5%
I	33015	10.3%
B	31002	9.7%
C	26408	8.2%
N	17797	5.5%
S	16541	5.2%
V	16437	5.1%
R	12032	3.7%
T	11359	3.5%
F	9680	3.0%
U	6662	2.1%
G	5185	1.6%
M	3720	1.2%
J	1783	0.6%
D	1783	0.6%
H	1164	0.4%
K	1041	0.3%
O	684	0.2%
L	355	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	369539	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	5728	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	5728	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	31698	58.3%
,	16167	29.7%
.	6139	11.3%
:	399	0.7%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	11094	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3023986	87.1%
Common	446492	12.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	450543	14.9%
a	348530	11.5%
o	301014	10.0%
s	244203	8.1%
e	235019	7.8%
d	176754	5.8%
r	157795	5.2%
c	145978	4.8%
i	137843	4.6%
u	122459	4.0%
P	84270	2.8%
t	80625	2.7%
l	71808	2.4%
A	40253	1.3%
ó	37924	1.3%
m	35582	1.2%
I	33015	1.1%
y	32529	1.1%
B	31002	1.0%
C	26408	0.9%
p	25566	0.8%
g	20706	0.7%
b	20365	0.7%
f	18596	0.6%
N	17797	0.6%
Other values (21)	127402	4.2%

Most frequent Common characters

Value	Count	Frequency (%)
	369539	82.8%
/	31698	7.1%
,	16167	3.6%
-	11094	2.5%
.	6139	1.4%
(	5728	1.3%
)	5728	1.3%
:	399	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3425988	98.7%
None	44490	1.3%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	450543	13.2%
	369539	10.8%
a	348530	10.2%
o	301014	8.8%
s	244203	7.1%
e	235019	6.9%
d	176754	5.2%
r	157795	4.6%
c	145978	4.3%
i	137843	4.0%
u	122459	3.6%
P	84270	2.5%
t	80625	2.4%
l	71808	2.1%
A	40253	1.2%
m	35582	1.0%
I	33015	1.0%
y	32529	0.9%
/	31698	0.9%
B	31002	0.9%
C	26408	0.8%
p	25566	0.7%
g	20706	0.6%
b	20365	0.6%
f	18596	0.5%
Other values (25)	183888	5.4%

Most frequent None characters

Value	Count	Frequency (%)
ó	37924	85.2%
á	5948	13.4%
ú	322	0.7%
í	296	0.7%

Parent3Name
Categorical

HIGH CORRELATION
MISSING

Distinct	33
Distinct (%)	0.2%
Missing	195075
Missing (%)	92.0%
Memory size	1.6 MiB

Market Price Support	10854
On-farm services	398
Fixed capital formation	398
Variable input use	394
H1. Agricultural knowledge generation	341
Other values (28)	4654

Common Values
Overview

Value	Count	Frequency (%)
Market Price Support	10854	5.1%
On-farm services	398	0.2%
Fixed capital formation	398	0.2%
Variable input use	394	0.2%
H1. Agricultural knowledge generation	341	0.2%
H2. Agricultural knowledge transfer	341	0.2%
J2. Storage, marketing and other physical infrastructure	337	0.2%
J3. Institutional infrastructure	332	0.2%
J1. Hydrological infrastructure	330	0.2%
I1. Agricultural product safety and inspection	329	0.2%
I2. Pest and disease inspection and control	322	0.2%
long-term resource retirement	317	0.1%
other non-commodity criteria	312	0.1%
a specific non-commodity output	312	0.1%
J4. Farm restructuring	306	0.1%
I3. Input control	299	0.1%
K1. Collective schemes for processing and marketing	297	0.1%
K2. Promotion of agricultural products	296	0.1%
Payments based on output	92	< 0.1%
LonG-Term Resource Retirement	47	< 0.1%
Other NoN-Commodity Criteria	45	< 0.1%
a Specific NoN-Commodity Output	45	< 0.1%
H2. Agricultural Knowledge Transfer	44	< 0.1%
H1. Agricultural Knowledge Generation	43	< 0.1%
I1. Agricultural Product Safety and Inspection	27	< 0.1%
Other values (8)	181	0.1%
(Missing)	195075	92.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	56
Median length	3
Mean length	4.720947226
Min length	3

Overview of Unicode Properties

Unique unicode characters	49
Unique unicode categories	6 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	402970	40.2%
a	217650	21.7%
r	49530	4.9%
	40732	4.1%
t	37478	3.7%
e	36329	3.6%
p	25588	2.6%
i	23666	2.4%
o	23223	2.3%
c	20189	2.0%
u	19921	2.0%
k	12217	1.2%
P	11719	1.2%
S	11310	1.1%
M	10901	1.1%
s	8203	0.8%
l	7512	0.8%
d	5066	0.5%
g	4914	0.5%
m	4645	0.5%
.	3825	0.4%
f	3607	0.4%
y	1876	0.2%
I	1814	0.2%
-	1476	0.1%
Other values (24)	15018	1.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	908354	90.7%
Uppercase Letter	42810	4.3%
Space Separator	40732	4.1%
Other Punctuation	4182	0.4%
Decimal Number	3825	0.4%
Dash Punctuation	1476	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	402970	44.4%
a	217650	24.0%
r	49530	5.5%
t	37478	4.1%
e	36329	4.0%
p	25588	2.8%
i	23666	2.6%
o	23223	2.6%
c	20189	2.2%
u	19921	2.2%
k	12217	1.3%
s	8203	0.9%
l	7512	0.8%
d	5066	0.6%
g	4914	0.5%
m	4645	0.5%
f	3607	0.4%
y	1876	0.2%
h	1395	0.2%
w	769	0.1%
v	722	0.1%
b	486	0.1%
x	398	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	11719	27.4%
S	11310	26.4%
M	10901	25.5%
I	1814	4.2%
J	1386	3.2%
A	1152	2.7%
H	1126	2.6%
K	734	1.7%
F	718	1.7%
O	508	1.2%
C	505	1.2%
V	394	0.9%
N	180	0.4%
R	108	0.3%
T	91	0.2%
G	90	0.2%
L	47	0.1%
D	27	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	40732	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	1476	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	1421	37.2%
2	1414	37.0%
3	670	17.5%
4	320	8.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	3825	91.5%
,	357	8.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	951164	95.0%
Common	50215	5.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	402970	42.4%
a	217650	22.9%
r	49530	5.2%
t	37478	3.9%
e	36329	3.8%
p	25588	2.7%
i	23666	2.5%
o	23223	2.4%
c	20189	2.1%
u	19921	2.1%
k	12217	1.3%
P	11719	1.2%
S	11310	1.2%
M	10901	1.1%
s	8203	0.9%
l	7512	0.8%
d	5066	0.5%
g	4914	0.5%
m	4645	0.5%
f	3607	0.4%
y	1876	0.2%
I	1814	0.2%
h	1395	0.1%
J	1386	0.1%
A	1152	0.1%
Other values (16)	6903	0.7%

Most frequent Common characters

Value	Count	Frequency (%)
	40732	81.1%
.	3825	7.6%
-	1476	2.9%
1	1421	2.8%
2	1414	2.8%
3	670	1.3%
,	357	0.7%
4	320	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1001379	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	402970	40.2%
a	217650	21.7%
r	49530	4.9%
	40732	4.1%
t	37478	3.7%
e	36329	3.6%
p	25588	2.6%
i	23666	2.4%
o	23223	2.3%
c	20189	2.0%
u	19921	2.0%
k	12217	1.2%
P	11719	1.2%
S	11310	1.1%
M	10901	1.1%
s	8203	0.8%
l	7512	0.8%
d	5066	0.5%
g	4914	0.5%
m	4645	0.5%
.	3825	0.4%
f	3607	0.4%
y	1876	0.2%
I	1814	0.2%
-	1476	0.1%
Other values (24)	15018	1.5%

Parent3Name_es
Categorical

HIGH CORRELATION
MISSING

Distinct	22
Distinct (%)	0.1%
Missing	195075
Missing (%)	92.0%
Memory size	1.6 MiB

Apoyo al Precio de Mercado	10854
Formación de Capital Fijo	398
Servicios en finca	398
Uso de Insumos Variables	394
H2. Transferencia de Conocimiento Agropecuario	385
Other values (17)	4610

Common Values
Overview

Value	Count	Frequency (%)
Apoyo al Precio de Mercado	10854	5.1%
Formación de Capital Fijo	398	0.2%
Servicios en finca	398	0.2%
Uso de Insumos Variables	394	0.2%
H2. Transferencia de Conocimiento Agropecuario	385	0.2%
H1. Generación de Conocimiento Agropecuario	384	0.2%
Retiro de Recursos a Largo Plazo	364	0.2%
Otros Criterios No Relacionados con el Producto	357	0.2%
Producción Especifica No Relacionada con el Producto	357	0.2%
J2. Almacenamiento, Mercadeo y Otras Infraestructuras Físicas	357	0.2%
I1. Inocuidad de Productos Agropecuario e Inspección	356	0.2%
J3. Infraestructura Institucional	352	0.2%
I2. Inspección y Control de Plagas y Enfermedades	349	0.2%
J1. Infraestructura Hidrológica	330	0.2%
K2. Promoción de Productos Agropecuarios	323	0.2%
J4. Restructuración de Fincas	320	0.2%
I3. Control de Insumos	300	0.1%
K1. Esquemas Colectivos para Procesamiento y Mercadeo	297	0.1%
Pagos Basados en la Producción	92	< 0.1%
K1. Esquemas Colectivos Para Procesamiento y Mercadeo	27	< 0.1%
J1. Infraestructura hidrológica	27	< 0.1%
I3. Contro de Insumos	18	< 0.1%
(Missing)	195075	92.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	61
Median length	3
Mean length	5.206610596
Min length	3

Overview of Unicode Properties

Unique unicode characters	52
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	403654	36.5%
a	233656	21.2%
	69425	6.3%
o	64386	5.8%
e	50926	4.6%
r	38173	3.5%
c	37552	3.4%
d	30395	2.8%
i	25150	2.3%
l	15918	1.4%
P	14175	1.3%
p	14059	1.3%
A	12659	1.1%
s	12614	1.1%
y	12233	1.1%
M	11535	1.0%
t	9143	0.8%
u	8170	0.7%
I	4214	0.4%
m	3913	0.4%
.	3825	0.3%
ó	2936	0.3%
g	2610	0.2%
f	2555	0.2%
C	2515	0.2%
Other values (27)	18004	1.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	970629	87.9%
Space Separator	69425	6.3%
Uppercase Letter	56334	5.1%
Other Punctuation	4182	0.4%
Decimal Number	3825	0.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	403654	41.6%
a	233656	24.1%
o	64386	6.6%
e	50926	5.2%
r	38173	3.9%
c	37552	3.9%
d	30395	3.1%
i	25150	2.6%
l	15918	1.6%
p	14059	1.4%
s	12614	1.3%
y	12233	1.3%
t	9143	0.9%
u	8170	0.8%
m	3913	0.4%
ó	2936	0.3%
g	2610	0.3%
f	2555	0.3%
v	722	0.1%
j	398	< 0.1%
b	394	< 0.1%
z	364	< 0.1%
í	357	< 0.1%
q	324	< 0.1%
h	27	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	14175	25.2%
A	12659	22.5%
M	11535	20.5%
I	4214	7.5%
C	2515	4.5%
R	1762	3.1%
F	1473	2.6%
J	1386	2.5%
H	1099	2.0%
E	1030	1.8%
O	714	1.3%
N	714	1.3%
K	647	1.1%
S	398	0.7%
U	394	0.7%
V	394	0.7%
T	385	0.7%
G	384	0.7%
L	364	0.6%
B	92	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	69425	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	1421	37.2%
2	1414	37.0%
3	670	17.5%
4	320	8.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	3825	91.5%
,	357	8.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1026963	93.0%
Common	77432	7.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	403654	39.3%
a	233656	22.8%
o	64386	6.3%
e	50926	5.0%
r	38173	3.7%
c	37552	3.7%
d	30395	3.0%
i	25150	2.4%
l	15918	1.6%
P	14175	1.4%
p	14059	1.4%
A	12659	1.2%
s	12614	1.2%
y	12233	1.2%
M	11535	1.1%
t	9143	0.9%
u	8170	0.8%
I	4214	0.4%
m	3913	0.4%
ó	2936	0.3%
g	2610	0.3%
f	2555	0.2%
C	2515	0.2%
R	1762	0.2%
F	1473	0.1%
Other values (20)	10587	1.0%

Most frequent Common characters

Value	Count	Frequency (%)
	69425	89.7%
.	3825	4.9%
1	1421	1.8%
2	1414	1.8%
3	670	0.9%
,	357	0.5%
4	320	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1101102	99.7%
None	3293	0.3%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	403654	36.7%
a	233656	21.2%
	69425	6.3%
o	64386	5.8%
e	50926	4.6%
r	38173	3.5%
c	37552	3.4%
d	30395	2.8%
i	25150	2.3%
l	15918	1.4%
P	14175	1.3%
p	14059	1.3%
A	12659	1.1%
s	12614	1.1%
y	12233	1.1%
M	11535	1.0%
t	9143	0.8%
u	8170	0.7%
I	4214	0.4%
m	3913	0.4%
.	3825	0.3%
g	2610	0.2%
f	2555	0.2%
C	2515	0.2%
R	1762	0.2%
Other values (25)	15885	1.4%

Most frequent None characters

Value	Count	Frequency (%)
ó	2936	89.2%
í	357	10.8%

Parent4Name
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING

Distinct	62
Distinct (%)	0.6%
Missing	201692
Missing (%)	95.1%
Memory size	1.6 MiB

Market Price Support (MPS)	4875
Market Price Support (MPS) Non MPS commodities	385
Market Price Support (MPS) Beef and Veal	384
Market Price Support (MPS) Milk	374
Market Price Support (MPS) Poultry Meat	371
Other values (57)	4033

Common Values
Overview

Value	Count	Frequency (%)
Market Price Support (MPS)	4875	2.3%
Market Price Support (MPS) Non MPS commodities	385	0.2%
Market Price Support (MPS) Beef and Veal	384	0.2%
Market Price Support (MPS) Milk	374	0.2%
Market Price Support (MPS) Poultry Meat	371	0.2%
Market Price Support (MPS) Pigmeat	364	0.2%
Market Price Support (MPS) Maize	323	0.2%
Market Price Support (MPS) Rice	295	0.1%
Market Price Support (MPS) Refined Sugar	288	0.1%
Market Price Support (MPS) Eggs	232	0.1%
Market Price Support (MPS) Soybeans	200	0.1%
Market Price Support (MPS) Wheat	190	0.1%
Market Price Support (MPS) Coffee	177	0.1%
Market Price Support (MPS) Barley	140	0.1%
Market Price Support (MPS) Tomatoes	129	0.1%
Market Price Support (MPS) Bananas	127	0.1%
Market Price Support (MPS) Potatoes	123	0.1%
Market Price Support (MPS) Beans	113	0.1%
Market Price Support (MPS) Sorghum	84	< 0.1%
Market Price Support (MPS) Sheep Meat	84	< 0.1%
Market Price Support (MPS) Oats	66	< 0.1%
Market Price Support (MPS) Rapeseed	66	< 0.1%
Market Price Support (MPS) Cotton	65	< 0.1%
Market Price Support (MPS) Palm Oil	60	< 0.1%
Market Price Support (MPS) Flowers	60	< 0.1%
Other values (37)	847	0.4%
(Missing)	201692	95.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	51
Median length	3
Mean length	4.455618205
Min length	3

Overview of Unicode Properties

Unique unicode characters	46
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	405530	42.9%
a	216527	22.9%
	56015	5.9%
r	32566	3.4%
e	27015	2.9%
t	23466	2.5%
M	22402	2.4%
P	22347	2.4%
S	21966	2.3%
p	21214	2.2%
o	13564	1.4%
i	13158	1.4%
u	11357	1.2%
c	11216	1.2%
k	10802	1.1%
(	10422	1.1%
)	10422	1.1%
s	2160	0.2%
l	1797	0.2%
m	1556	0.2%
g	1262	0.1%
d	1257	0.1%
f	1094	0.1%
B	844	0.1%
y	762	0.1%
Other values (21)	4378	0.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	797621	84.4%
Uppercase Letter	70619	7.5%
Space Separator	56015	5.9%
Open Punctuation	10422	1.1%
Close Punctuation	10422	1.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	405530	50.8%
a	216527	27.1%
r	32566	4.1%
e	27015	3.4%
t	23466	2.9%
p	21214	2.7%
o	13564	1.7%
i	13158	1.6%
u	11357	1.4%
c	11216	1.4%
k	10802	1.4%
s	2160	0.3%
l	1797	0.2%
m	1556	0.2%
g	1262	0.2%
d	1257	0.2%
f	1094	0.1%
y	762	0.1%
h	494	0.1%
z	323	< 0.1%
b	251	< 0.1%
w	141	< 0.1%
v	76	< 0.1%
x	33	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	22402	31.7%
P	22347	31.6%
S	21966	31.1%
B	844	1.2%
R	670	0.9%
V	406	0.6%
C	391	0.6%
N	385	0.5%
W	322	0.5%
E	232	0.3%
O	158	0.2%
T	129	0.2%
F	115	0.2%
A	83	0.1%
D	66	0.1%
G	38	0.1%
L	33	< 0.1%
Y	20	< 0.1%
H	12	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	56015	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	10422	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	10422	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	868240	91.9%
Common	76859	8.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	405530	46.7%
a	216527	24.9%
r	32566	3.8%
e	27015	3.1%
t	23466	2.7%
M	22402	2.6%
P	22347	2.6%
S	21966	2.5%
p	21214	2.4%
o	13564	1.6%
i	13158	1.5%
u	11357	1.3%
c	11216	1.3%
k	10802	1.2%
s	2160	0.2%
l	1797	0.2%
m	1556	0.2%
g	1262	0.1%
d	1257	0.1%
f	1094	0.1%
B	844	0.1%
y	762	0.1%
R	670	0.1%
h	494	0.1%
V	406	< 0.1%
Other values (18)	2808	0.3%

Most frequent Common characters

Value	Count	Frequency (%)
	56015	72.9%
(	10422	13.6%
)	10422	13.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	945099	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	405530	42.9%
a	216527	22.9%
	56015	5.9%
r	32566	3.4%
e	27015	2.9%
t	23466	2.5%
M	22402	2.4%
P	22347	2.4%
S	21966	2.3%
p	21214	2.2%
o	13564	1.4%
i	13158	1.4%
u	11357	1.2%
c	11216	1.2%
k	10802	1.1%
(	10422	1.1%
)	10422	1.1%
s	2160	0.2%
l	1797	0.2%
m	1556	0.2%
g	1262	0.1%
d	1257	0.1%
f	1094	0.1%
B	844	0.1%
y	762	0.1%
Other values (21)	4378	0.5%

Parent4Name_es
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING

Distinct	63
Distinct (%)	0.6%
Missing	201692
Missing (%)	95.1%
Memory size	1.6 MiB

Apoyo al Precio de Mercado	4182
Apoyo al Precio de Mercado (APM)	693
Market Price Support (MPS) Productos No APM	385
Market Price Support (MPS) Carne Vacuna	384
Market Price Support (MPS) Leche	374
Other values (58)	4404

Common Values
Overview

Value	Count	Frequency (%)
Apoyo al Precio de Mercado	4182	2.0%
Apoyo al Precio de Mercado (APM)	693	0.3%
Market Price Support (MPS) Productos No APM	385	0.2%
Market Price Support (MPS) Carne Vacuna	384	0.2%
Market Price Support (MPS) Leche	374	0.2%
Market Price Support (MPS) Carne de Pollo	371	0.2%
Market Price Support (MPS) Carne de Cerdo	364	0.2%
Market Price Support (MPS) Maíz	323	0.2%
Market Price Support (MPS) Arroz	295	0.1%
Market Price Support (MPS) Azúcar Refinada	288	0.1%
Market Price Support (MPS) Huevo	232	0.1%
Market Price Support (MPS) Soja	200	0.1%
Market Price Support (MPS) Trigo	190	0.1%
Market Price Support (MPS) Café	177	0.1%
Market Price Support (MPS) Cebada	140	0.1%
Market Price Support (MPS) Tomate	129	0.1%
Market Price Support (MPS) Banano	127	0.1%
Market Price Support (MPS) Papa	123	0.1%
Market Price Support (MPS) Frijol	113	0.1%
Market Price Support (MPS) Carne de Oveja	84	< 0.1%
Market Price Support (MPS) Sorgo	84	< 0.1%
Market Price Support (MPS) Colza	66	< 0.1%
Market Price Support (MPS) Avena	66	< 0.1%
Market Price Support (MPS) Algodón	65	< 0.1%
Market Price Support (MPS) Aceite de Palma	60	< 0.1%
Other values (38)	907	0.4%
(Missing)	201692	95.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	48
Median length	3
Mean length	4.476644634
Min length	3

Overview of Unicode Properties

Unique unicode characters	52
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	406090	42.8%
a	222801	23.5%
	62386	6.6%
e	30429	3.2%
r	29991	3.2%
o	29480	3.1%
P	18097	1.9%
M	17461	1.8%
c	16965	1.8%
p	16102	1.7%
t	11966	1.3%
d	11912	1.3%
S	11411	1.2%
i	11383	1.2%
A	6806	0.7%
u	6778	0.7%
(	6240	0.7%
)	6240	0.7%
l	6210	0.7%
k	5547	0.6%
y	4909	0.5%
C	2080	0.2%
z	1069	0.1%
s	581	0.1%
j	499	0.1%
Other values (27)	6126	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	815948	85.9%
Space Separator	62386	6.6%
Uppercase Letter	58745	6.2%
Open Punctuation	6240	0.7%
Close Punctuation	6240	0.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	406090	49.8%
a	222801	27.3%
e	30429	3.7%
r	29991	3.7%
o	29480	3.6%
c	16965	2.1%
p	16102	2.0%
t	11966	1.5%
d	11912	1.5%
i	11383	1.4%
u	6778	0.8%
l	6210	0.8%
k	5547	0.7%
y	4909	0.6%
z	1069	0.1%
s	581	0.1%
j	499	0.1%
g	486	0.1%
f	473	0.1%
v	415	0.1%
h	380	< 0.1%
í	323	< 0.1%
m	310	< 0.1%
ú	288	< 0.1%
é	177	< 0.1%
Other values (4)	384	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	18097	30.8%
M	17461	29.7%
S	11411	19.4%
A	6806	11.6%
C	2080	3.5%
L	473	0.8%
V	439	0.7%
N	412	0.7%
T	385	0.7%
R	288	0.5%
H	232	0.4%
F	216	0.4%
B	153	0.3%
G	88	0.1%
O	84	0.1%
U	33	0.1%
D	33	0.1%
Y	30	0.1%
Ñ	20	< 0.1%
E	4	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	62386	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	6240	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	6240	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	874693	92.1%
Common	74866	7.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	406090	46.4%
a	222801	25.5%
e	30429	3.5%
r	29991	3.4%
o	29480	3.4%
P	18097	2.1%
M	17461	2.0%
c	16965	1.9%
p	16102	1.8%
t	11966	1.4%
d	11912	1.4%
S	11411	1.3%
i	11383	1.3%
A	6806	0.8%
u	6778	0.8%
l	6210	0.7%
k	5547	0.6%
y	4909	0.6%
C	2080	0.2%
z	1069	0.1%
s	581	0.1%
j	499	0.1%
g	486	0.1%
f	473	0.1%
L	473	0.1%
Other values (24)	4694	0.5%

Most frequent Common characters

Value	Count	Frequency (%)
	62386	83.3%
(	6240	8.3%
)	6240	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	948518	99.9%
None	1041	0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	406090	42.8%
a	222801	23.5%
	62386	6.6%
e	30429	3.2%
r	29991	3.2%
o	29480	3.1%
P	18097	1.9%
M	17461	1.8%
c	16965	1.8%
p	16102	1.7%
t	11966	1.3%
d	11912	1.3%
S	11411	1.2%
i	11383	1.2%
A	6806	0.7%
u	6778	0.7%
(	6240	0.7%
)	6240	0.7%
l	6210	0.7%
k	5547	0.6%
y	4909	0.5%
C	2080	0.2%
z	1069	0.1%
s	581	0.1%
j	499	0.1%
Other values (20)	5085	0.5%

Most frequent None characters

Value	Count	Frequency (%)
í	323	31.0%
ú	288	27.7%
é	177	17.0%
ó	106	10.2%
á	82	7.9%
ñ	45	4.3%
Ñ	20	1.9%

ind_id
Real number (ℝ_≥0)

Distinct	103
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%

Mean	31.60916115
Minimum	0
Maximum	188
Zeros	592
Zeros (%)	0.3%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	9
median	18
Q3	29
95-th percentile	137
Maximum	188
Range	188
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	41.98351573
Coefficient of variation (CV)	1.328207209
Kurtosis	4.152272306
Mean	31.60916115
Median Absolute Deviation (MAD)	10
Skewness	2.247393769
Sum	6704714
Variance	1762.615593
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	11009	5.2%
3	10906	5.1%
1	10073	4.7%
19	9222	4.3%
24	5459	2.6%
33	5452	2.6%
23	5452	2.6%
106	5350	2.5%
14	5248	2.5%
2	5197	2.5%
27	5197	2.5%
10	5195	2.4%
18	5195	2.4%
6	5195	2.4%
7	5195	2.4%
8	5195	2.4%
4	5195	2.4%
11	5194	2.4%
13	5192	2.4%
16	5185	2.4%
12	5130	2.4%
20	5126	2.4%
21	5111	2.4%
22	5111	2.4%
5	5098	2.4%
Other values (78)	61231	28.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	592	0.3%
1	10073	4.7%
2	5197	2.5%
3	10906	5.1%
4	5195	2.4%
5	5098	2.4%
6	5195	2.4%
7	5195	2.4%
8	5195	2.4%
9	5094	2.4%

Value	Count	Frequency (%)
188	46	< 0.1%
187	399	0.2%
186	399	0.2%
185	347	0.2%
184	271	0.1%
183	376	0.2%
182	355	0.2%
181	323	0.2%
180	324	0.2%
179	394	0.2%

description
Categorical

HIGH CARDINALITY

Distinct	108
Distinct (%)	0.1%
Missing	592
Missing (%)	0.3%
Memory size	1.6 MiB

Market Price Support (MPS)	11009
Value of Production (at farm gate)	10906
Level of Production	10073
Payments based on output	9608
Support based on commodity outputs	5858
Other values (103)	164068

Common Values
Overview

Value	Count	Frequency (%)
Market Price Support (MPS)	11009	5.2%
Value of Production (at farm gate)	10906	5.1%
Level of Production	10073	4.7%
Payments based on output	9608	4.5%
Support based on commodity outputs	5858	2.8%
Payments based on input use	5596	2.6%
Excess Feed Cost	5467	2.6%
Variable input use	5467	2.6%
Producer NPC	5466	2.6%
% Producer Single Commodity Transfers	5452	2.6%
Producer Single Commodity Transfers	5452	2.6%
Consumer NPC	5382	2.5%
Market Price Support	5350	2.5%
Transfers to Producers From Taxpayers	5248	2.5%
Fixed capital formation	5238	2.5%
On-farm services	5209	2.5%
Producer Price (at farm gate)	5197	2.5%
Market Price Differential	5195	2.4%
Value of Consumption (at farm gate)	5195	2.4%
Level of Consumption	5195	2.4%
Reference Price (at farm gate)	5195	2.4%
Transfers to Producers From Consumers	5195	2.4%
Other Transfers From Consumers	5194	2.4%
Budgetary Transfers	5192	2.4%
Consumer Single Commodity Transfers (CSCT)	5111	2.4%
Other values (83)	58072	27.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	73
Median length	28
Mean length	28.94702377
Min length	3

Overview of Unicode Properties

Unique unicode characters	59
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	688136	11.2%
e	553667	9.0%
r	507796	8.3%
o	433833	7.1%
t	387771	6.3%
a	353984	5.8%
s	332290	5.4%
n	326390	5.3%
u	265553	4.3%
i	236252	3.8%
m	209279	3.4%
c	178896	2.9%
d	169806	2.8%
P	159122	2.6%
f	154493	2.5%
p	139101	2.3%
l	94230	1.5%
C	85719	1.4%
y	77737	1.3%
g	67597	1.1%
T	64676	1.1%
S	64643	1.1%
(	61549	1.0%
)	61549	1.0%
b	46745	0.8%
Other values (34)	419255	6.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4640246	75.6%
Space Separator	688136	11.2%
Uppercase Letter	601516	9.8%
Open Punctuation	61549	1.0%
Close Punctuation	61549	1.0%
Other Punctuation	60893	1.0%
Dash Punctuation	22355	0.4%
Decimal Number	3825	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	159122	26.5%
C	85719	14.3%
T	64676	10.8%
S	64643	10.7%
M	40627	6.8%
F	28469	4.7%
A	24583	4.1%
V	23164	3.9%
N	22623	3.8%
R	17172	2.9%
L	16331	2.7%
I	13184	2.2%
E	12021	2.0%
O	11503	1.9%
D	5634	0.9%
B	5528	0.9%
J	1783	0.3%
G	1661	0.3%
H	1521	0.3%
K	1138	0.2%
W	399	0.1%
U	15	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	553667	11.9%
r	507796	10.9%
o	433833	9.3%
t	387771	8.4%
a	353984	7.6%
s	332290	7.2%
n	326390	7.0%
u	265553	5.7%
i	236252	5.1%
m	209279	4.5%
c	178896	3.9%
d	169806	3.7%
f	154493	3.3%
p	139101	3.0%
l	94230	2.0%
y	77737	1.7%
g	67597	1.5%
b	46745	1.0%
v	31656	0.7%
k	29145	0.6%
x	21720	0.5%
q	10566	0.2%
h	9983	0.2%
w	1756	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	688136	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	61549	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	61549	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	31698	52.1%
,	16806	27.6%
.	6139	10.1%
%	5851	9.6%
:	399	0.7%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	22355	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	1421	37.2%
2	1414	37.0%
3	670	17.5%
4	320	8.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5241762	85.4%
Common	898307	14.6%

Most frequent Latin characters

Value	Count	Frequency (%)
e	553667	10.6%
r	507796	9.7%
o	433833	8.3%
t	387771	7.4%
a	353984	6.8%
s	332290	6.3%
n	326390	6.2%
u	265553	5.1%
i	236252	4.5%
m	209279	4.0%
c	178896	3.4%
d	169806	3.2%
P	159122	3.0%
f	154493	2.9%
p	139101	2.7%
l	94230	1.8%
C	85719	1.6%
y	77737	1.5%
g	67597	1.3%
T	64676	1.2%
S	64643	1.2%
b	46745	0.9%
M	40627	0.8%
v	31656	0.6%
k	29145	0.6%
Other values (21)	230754	4.4%

Most frequent Common characters

Value	Count	Frequency (%)
	688136	76.6%
(	61549	6.9%
)	61549	6.9%
/	31698	3.5%
-	22355	2.5%
,	16806	1.9%
.	6139	0.7%
%	5851	0.7%
1	1421	0.2%
2	1414	0.2%
3	670	0.1%
:	399	< 0.1%
4	320	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6140069	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	688136	11.2%
e	553667	9.0%
r	507796	8.3%
o	433833	7.1%
t	387771	6.3%
a	353984	5.8%
s	332290	5.4%
n	326390	5.3%
u	265553	4.3%
i	236252	3.8%
m	209279	3.4%
c	178896	2.9%
d	169806	2.8%
P	159122	2.6%
f	154493	2.5%
p	139101	2.3%
l	94230	1.5%
C	85719	1.4%
y	77737	1.3%
g	67597	1.1%
T	64676	1.1%
S	64643	1.1%
(	61549	1.0%
)	61549	1.0%
b	46745	0.8%
Other values (34)	419255	6.8%

description_es
Categorical

HIGH CARDINALITY

Distinct	102
Distinct (%)	< 0.1%
Missing	1197
Missing (%)	0.6%
Memory size	1.6 MiB

Valor de Producción (en finca)	10906
Nivel de Producción	10073
Pagos Basados en la Producción	9608
Apoyo al Precio de Mercado (APM)	9025
Apoyo al Precio de Mercado	7334
Other values (97)	163971

Common Values
Overview

Value	Count	Frequency (%)
Valor de Producción (en finca)	10906	5.1%
Nivel de Producción	10073	4.7%
Pagos Basados en la Producción	9608	4.5%
Apoyo al Precio de Mercado (APM)	9025	4.3%
Apoyo al Precio de Mercado	7334	3.5%
Uso de Insumos Variables	5467	2.6%
CPN del Productor	5466	2.6%
Apoyo Basados en la Producción de Productos	5459	2.6%
Transferencias al Productor de un Producto Individual	5452	2.6%
Transferencias al Productor de un Producto Individual (%)	5452	2.6%
Transferencias a los Productores de los Contribuyentes	5248	2.5%
Formación de Capital Fijo	5238	2.5%
Servicios en finca	5209	2.5%
Precio al Productor (Precio en finca)	5197	2.5%
Precio de Referencia (Precio en finca)	5195	2.4%
Diferencial de Precio de Mercado	5195	2.4%
Valor de Consumo (Precio en finca)	5195	2.4%
Transferencias a los Productores de los Consumidores	5195	2.4%
Nivel de Consumo	5195	2.4%
Otras Transferencias de los Consumidores	5194	2.4%
Transferencias Presupuestarias	5192	2.4%
Exceso de Coste del Pienso	5130	2.4%
Pagos Basados en la Producción por Tonelada	5126	2.4%
Transferencias al Consumidor de un Producto Individual	5111	2.4%
CPN del Consumidor	5111	2.4%
Other values (77)	58944	27.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	86
Median length	32
Mean length	35.63112289
Min length	3

Overview of Unicode Properties

Unique unicode characters	62
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	924821	12.2%
e	668571	8.8%
o	665718	8.8%
a	524182	6.9%
r	499462	6.6%
s	470835	6.2%
d	457463	6.1%
n	450914	6.0%
c	425906	5.6%
i	404182	5.3%
u	272347	3.6%
P	247589	3.3%
l	226543	3.0%
t	136111	1.8%
f	101848	1.3%
C	80406	1.1%
m	79353	1.0%
ó	67645	0.9%
A	63657	0.8%
T	58718	0.8%
(	58558	0.8%
)	58558	0.8%
p	55282	0.7%
v	51741	0.7%
I	48278	0.6%
Other values (37)	459172	6.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5693118	75.3%
Space Separator	924821	12.2%
Uppercase Letter	742423	9.8%
Other Punctuation	61075	0.8%
Open Punctuation	58558	0.8%
Close Punctuation	58558	0.8%
Dash Punctuation	15211	0.2%
Decimal Number	4096	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	247589	33.3%
C	80406	10.8%
A	63657	8.6%
T	58718	7.9%
I	48278	6.5%
N	44289	6.0%
M	39015	5.3%
V	34001	4.6%
B	32611	4.4%
R	18401	2.5%
S	18066	2.4%
E	11993	1.6%
F	11153	1.5%
G	10832	1.5%
O	6888	0.9%
U	5881	0.8%
D	5607	0.8%
J	1783	0.2%
H	1495	0.2%
K	1041	0.1%
L	719	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	668571	11.7%
o	665718	11.7%
a	524182	9.2%
r	499462	8.8%
s	470835	8.3%
d	457463	8.0%
n	450914	7.9%
c	425906	7.5%
i	404182	7.1%
u	272347	4.8%
l	226543	4.0%
t	136111	2.4%
f	101848	1.8%
m	79353	1.4%
ó	67645	1.2%
p	55282	1.0%
v	51741	0.9%
y	38118	0.7%
g	36040	0.6%
b	26030	0.5%
q	10890	0.2%
á	9464	0.2%
j	6789	0.1%
x	5130	0.1%
í	1701	< 0.1%
Other values (3)	853	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	924821	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	58558	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	58558	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	31698	51.9%
,	17116	28.0%
.	6410	10.5%
%	5452	8.9%
:	399	0.7%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	1421	34.7%
2	1414	34.5%
3	941	23.0%
4	320	7.8%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	15211	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6435541	85.2%
Common	1122319	14.8%

Most frequent Latin characters

Value	Count	Frequency (%)
e	668571	10.4%
o	665718	10.3%
a	524182	8.1%
r	499462	7.8%
s	470835	7.3%
d	457463	7.1%
n	450914	7.0%
c	425906	6.6%
i	404182	6.3%
u	272347	4.2%
P	247589	3.8%
l	226543	3.5%
t	136111	2.1%
f	101848	1.6%
C	80406	1.2%
m	79353	1.2%
ó	67645	1.1%
A	63657	1.0%
T	58718	0.9%
p	55282	0.9%
v	51741	0.8%
I	48278	0.8%
N	44289	0.7%
M	39015	0.6%
y	38118	0.6%
Other values (24)	257368	4.0%

Most frequent Common characters

Value	Count	Frequency (%)
	924821	82.4%
(	58558	5.2%
)	58558	5.2%
/	31698	2.8%
,	17116	1.5%
-	15211	1.4%
.	6410	0.6%
%	5452	0.5%
1	1421	0.1%
2	1414	0.1%
3	941	0.1%
:	399	< 0.1%
4	320	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7478981	99.0%
None	78879	1.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	924821	12.4%
e	668571	8.9%
o	665718	8.9%
a	524182	7.0%
r	499462	6.7%
s	470835	6.3%
d	457463	6.1%
n	450914	6.0%
c	425906	5.7%
i	404182	5.4%
u	272347	3.6%
P	247589	3.3%
l	226543	3.0%
t	136111	1.8%
f	101848	1.4%
C	80406	1.1%
m	79353	1.1%
A	63657	0.9%
T	58718	0.8%
(	58558	0.8%
)	58558	0.8%
p	55282	0.7%
v	51741	0.7%
I	48278	0.6%
N	44289	0.6%
Other values (33)	403649	5.4%

Most frequent None characters

Value	Count	Frequency (%)
ó	67645	85.8%
á	9464	12.0%
í	1701	2.2%
ú	69	0.1%

code
Categorical

HIGH CARDINALITY

Distinct	147
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

VP	11305
MPS	10779
QP	10073
PO	9608
CO	5858
Other values (142)	164491

Common Values
Overview

Value	Count	Frequency (%)
VP	11305	5.3%
MPS	10779	5.1%
QP	10073	4.7%
PO	9608	4.5%
CO	5858	2.8%
PI	5596	2.6%
VC	5594	2.6%
TPC	5542	2.6%
OTC	5541	2.6%
PIV	5467	2.6%
EFC	5467	2.6%
PNPC	5466	2.6%
PSCT	5452	2.6%
PSCTP	5452	2.6%
CNPC	5382	2.5%
TCTC	5365	2.5%
TPT	5248	2.5%
PIF	5238	2.5%
PIS	5209	2.5%
PP	5197	2.5%
QC	5195	2.4%
MPD	5195	2.4%
RP	5195	2.4%
BT	5192	2.4%
LV	5185	2.4%
Other values (122)	57313	27.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	7
Median length	3
Mean length	2.934747353
Min length	2

Overview of Unicode Properties

Unique unicode characters	25
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
P	162059	26.0%
C	103011	16.5%
T	70019	11.2%
S	58619	9.4%
V	32198	5.2%
O	31808	5.1%
M	22841	3.7%
I	21883	3.5%
E	18434	3.0%
Q	15378	2.5%
N	13849	2.2%
F	11955	1.9%
R	11891	1.9%
B	9834	1.6%
L	9538	1.5%
G	7802	1.3%
D	6741	1.1%
A	5877	0.9%
H	5513	0.9%
1	1423	0.2%
K	738	0.1%
X	385	0.1%
U	357	0.1%
W	322	0.1%
Y	26	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	621078	99.8%
Decimal Number	1423	0.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	162059	26.1%
C	103011	16.6%
T	70019	11.3%
S	58619	9.4%
V	32198	5.2%
O	31808	5.1%
M	22841	3.7%
I	21883	3.5%
E	18434	3.0%
Q	15378	2.5%
N	13849	2.2%
F	11955	1.9%
R	11891	1.9%
B	9834	1.6%
L	9538	1.5%
G	7802	1.3%
D	6741	1.1%
A	5877	0.9%
H	5513	0.9%
K	738	0.1%
X	385	0.1%
U	357	0.1%
W	322	0.1%
Y	26	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	1423	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	621078	99.8%
Common	1423	0.2%

Most frequent Latin characters

Value	Count	Frequency (%)
P	162059	26.1%
C	103011	16.6%
T	70019	11.3%
S	58619	9.4%
V	32198	5.2%
O	31808	5.1%
M	22841	3.7%
I	21883	3.5%
E	18434	3.0%
Q	15378	2.5%
N	13849	2.2%
F	11955	1.9%
R	11891	1.9%
B	9834	1.6%
L	9538	1.5%
G	7802	1.3%
D	6741	1.1%
A	5877	0.9%
H	5513	0.9%
K	738	0.1%
X	385	0.1%
U	357	0.1%
W	322	0.1%
Y	26	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
1	1423	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	622501	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
P	162059	26.0%
C	103011	16.5%
T	70019	11.2%
S	58619	9.4%
V	32198	5.2%
O	31808	5.1%
M	22841	3.7%
I	21883	3.5%
E	18434	3.0%
Q	15378	2.5%
N	13849	2.2%
F	11955	1.9%
R	11891	1.9%
B	9834	1.6%
L	9538	1.5%
G	7802	1.3%
D	6741	1.1%
A	5877	0.9%
H	5513	0.9%
1	1423	0.2%
K	738	0.1%
X	385	0.1%
U	357	0.1%
W	322	0.1%
Y	26	< 0.1%

comm_id
Real number (ℝ_≥0)

ZEROS

Distinct	62
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	25.5827621
Minimum	0
Maximum	108
Zeros	23429
Zeros (%)	11.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	26
Q3	36
95-th percentile	63
Maximum	108
Range	108
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	21.29432557
Coefficient of variation (CV)	0.8323700737
Kurtosis	2.235582886
Mean	25.5827621
Median Absolute Deviation (MAD)	13
Skewness	1.20488625
Sum	5426462
Variance	453.4483017
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23429	11.0%
4	13583	6.4%
20	13291	6.3%
31	13108	6.2%
26	12999	6.1%
19	11535	5.4%
32	10297	4.9%
34	10247	4.8%
13	8303	3.9%
36	7318	3.5%
49	6966	3.3%
8	6179	2.9%
3	5124	2.4%
44	4533	2.1%
28	4478	2.1%
50	4355	2.1%
6	4288	2.0%
5	4146	2.0%
39	3020	1.4%
38	2972	1.4%
33	2442	1.2%
22	2442	1.2%
9	2381	1.1%
14	2220	1.0%
37	2035	1.0%
Other values (37)	30423	14.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23429	11.0%
1	1073	0.5%
2	1665	0.8%
3	5124	2.4%
4	13583	6.4%
5	4146	2.0%
6	4288	2.0%
8	6179	2.9%
9	2381	1.1%
11	1221	0.6%

Value	Count	Frequency (%)
108	1073	0.5%
107	1073	0.5%
106	1073	0.5%
98	174	0.1%
97	174	0.1%
96	174	0.1%
95	140	0.1%
85	773	0.4%
78	1221	0.6%
77	1221	0.6%

Category
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

2	117592
3	65513
1	29009

Value	Count	Frequency (%)
2	117592	55.4%
3	65513	30.9%
1	29009	13.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	3
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
2	117592	55.4%
3	65513	30.9%
1	29009	13.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	212114	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	117592	55.4%
3	65513	30.9%
1	29009	13.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	212114	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
2	117592	55.4%
3	65513	30.9%
1	29009	13.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	212114	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
2	117592	55.4%
3	65513	30.9%
1	29009	13.7%

unit
Categorical

HIGH CARDINALITY

Distinct	116
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

EURmn	19998
USDmn	18879
CADmn	16434
MXNmn	15576
000t	15378
Other values (111)	125849

Common Values
Overview

Value	Count	Frequency (%)
EURmn	19998	9.4%
USDmn	18879	8.9%
CADmn	16434	7.7%
MXNmn	15576	7.3%
000t	15378	7.2%
CLPmn	13601	6.4%
ratio	11672	5.5%
COPmn	11259	5.3%
BRLmn	8712	4.1%
CRCmn	8064	3.8%
%	7752	3.7%
ARSmn	7348	3.5%
DOPmn	4008	1.9%
GTQmn	3854	1.8%
JMDmn	3036	1.4%
SVCmn	2956	1.4%
EUR/t	2640	1.2%
USD/t	2412	1.1%
PYGmn	2202	1.0%
CAD/t	2112	1.0%
PENmn	2046	1.0%
MXN/t	1980	0.9%
UYUmn	1936	0.9%
SRDmn	1936	0.9%
NIOmn	1890	0.9%
Other values (91)	24433	11.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	10
Median length	5
Mean length	4.800390356
Min length	1

Overview of Unicode Properties

Unique unicode characters	39
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	156213	15.3%
m	156187	15.3%
C	68139	6.7%
D	57320	5.6%
R	52142	5.1%
U	48658	4.8%
t	47735	4.7%
0	46134	4.5%
P	39679	3.9%
S	35610	3.5%
A	30686	3.0%
L	27747	2.7%
E	25094	2.5%
N	24472	2.4%
/	21498	2.1%
M	21180	2.1%
O	20584	2.0%
B	17820	1.8%
X	17622	1.7%
r	12097	1.2%
o	12097	1.2%
a	11672	1.1%
i	11672	1.1%
T	10535	1.0%
G	9829	1.0%
Other values (14)	35808	3.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	533447	52.4%
Lowercase Letter	409399	40.2%
Decimal Number	46134	4.5%
Other Punctuation	29250	2.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	68139	12.8%
D	57320	10.7%
R	52142	9.8%
U	48658	9.1%
P	39679	7.4%
S	35610	6.7%
A	30686	5.8%
L	27747	5.2%
E	25094	4.7%
N	24472	4.6%
M	21180	4.0%
O	20584	3.9%
B	17820	3.3%
X	17622	3.3%
T	10535	2.0%
G	9829	1.8%
Y	5772	1.1%
H	5185	1.0%
Q	4622	0.9%
J	3558	0.7%
V	3267	0.6%
I	2275	0.4%
Z	1252	0.2%
K	399	0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	21498	73.5%
%	7752	26.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	156213	38.2%
m	156187	38.2%
t	47735	11.7%
r	12097	3.0%
o	12097	3.0%
a	11672	2.9%
i	11672	2.9%
p	425	0.1%
e	425	0.1%
s	425	0.1%
q	399	0.1%
l	52	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	46134	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	942846	92.6%
Common	75384	7.4%

Most frequent Latin characters

Value	Count	Frequency (%)
n	156213	16.6%
m	156187	16.6%
C	68139	7.2%
D	57320	6.1%
R	52142	5.5%
U	48658	5.2%
t	47735	5.1%
P	39679	4.2%
S	35610	3.8%
A	30686	3.3%
L	27747	2.9%
E	25094	2.7%
N	24472	2.6%
M	21180	2.2%
O	20584	2.2%
B	17820	1.9%
X	17622	1.9%
r	12097	1.3%
o	12097	1.3%
a	11672	1.2%
i	11672	1.2%
T	10535	1.1%
G	9829	1.0%
Y	5772	0.6%
H	5185	0.5%
Other values (11)	17099	1.8%

Most frequent Common characters

Value	Count	Frequency (%)
0	46134	61.2%
/	21498	28.5%
%	7752	10.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1018230	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	156213	15.3%
m	156187	15.3%
C	68139	6.7%
D	57320	5.6%
R	52142	5.1%
U	48658	4.8%
t	47735	4.7%
0	46134	4.5%
P	39679	3.9%
S	35610	3.5%
A	30686	3.0%
L	27747	2.7%
E	25094	2.5%
N	24472	2.4%
/	21498	2.1%
M	21180	2.1%
O	20584	2.0%
B	17820	1.8%
X	17622	1.7%
r	12097	1.2%
o	12097	1.2%
a	11672	1.1%
i	11672	1.1%
T	10535	1.0%
G	9829	1.0%
Other values (14)	35808	3.5%

year
Real number (ℝ_≥0)

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2005.568902
Minimum	1986
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	1986
5-th percentile	1989
Q1	1999
median	2008
Q3	2013
95-th percentile	2017
Maximum	2018
Range	32
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	8.622613975
Coefficient of variation (CV)	0.004299335699
Kurtosis	-0.7695075152
Mean	2005.568902
Median Absolute Deviation (MAD)	6
Skewness	-0.561523344
Sum	425409242
Variance	74.34947176
Monotocity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
2011	12361	5.8%
2012	12313	5.8%
2013	12083	5.7%
2014	11334	5.3%
2010	11215	5.3%
2009	9415	4.4%
2015	9298	4.4%
2016	8445	4.0%
2008	8269	3.9%
2007	8219	3.9%
2006	7985	3.8%
2017	7477	3.5%
2000	5379	2.5%
2018	5378	2.5%
1999	5378	2.5%
2001	5378	2.5%
2002	5378	2.5%
2003	5378	2.5%
2004	5378	2.5%
2005	5378	2.5%
1998	5377	2.5%
1997	5377	2.5%
1996	4930	2.3%
1995	4930	2.3%
1994	3994	1.9%
Other values (8)	26067	12.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1986	2803	1.3%
1987	2803	1.3%
1988	2803	1.3%
1989	2803	1.3%
1990	3433	1.6%
1991	3434	1.6%
1992	3994	1.9%
1993	3994	1.9%
1994	3994	1.9%
1995	4930	2.3%

Value	Count	Frequency (%)
2018	5378	2.5%
2017	7477	3.5%
2016	8445	4.0%
2015	9298	4.4%
2014	11334	5.3%
2013	12083	5.7%
2012	12313	5.8%
2011	12361	5.8%
2010	11215	5.3%
2009	9415	4.4%

value
Real number (ℝ)

SKEWED
ZEROS

Distinct	79708
Distinct (%)	37.6%
Missing	220
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%

Mean	72257.38726
Minimum	-11057736.76
Maximum	155509318.4
Zeros	89201
Zeros (%)	42.1%
Memory size	1.6 MiB

Quantile statistics

Minimum	-11057736.76
5-th percentile	-0.437553861
Q1	0
median	1
Q3	708.425152
95-th percentile	80108.04087
Maximum	155509318.4
Range	166567055.2
Interquartile range (IQR)	708.425152

Descriptive statistics

Standard deviation	1183173.761
Coefficient of variation (CV)	16.3744332
Kurtosis	5630.738653
Mean	72257.38726
Median Absolute Deviation (MAD)	1
Skewness	61.62315453
Sum	1.531090682e+10
Variance	1.399900149e+12
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	89201	42.1%
1	4132	1.9%
1.098901099	40	< 0.1%
1.1	38	< 0.1%
13	37	< 0.1%
1.46	30	< 0.1%
1.15	25	< 0.1%
1.035	24	< 0.1%
9	21	< 0.1%
0.966183575	20	< 0.1%
925.9404	20	< 0.1%
1.0267	20	< 0.1%
28	20	< 0.1%
120	19	< 0.1%
8	19	< 0.1%
0.1	18	< 0.1%
50	18	< 0.1%
14.5	17	< 0.1%
200	16	< 0.1%
140	16	< 0.1%
400	15	< 0.1%
9000	15	< 0.1%
31.50684932	15	< 0.1%
2	14	< 0.1%
0.757575758	14	< 0.1%
Other values (79683)	118070	55.7%
(Missing)	220	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-11057736.76	1	< 0.1%
-10647489.82	1	< 0.1%
-10179309.89	1	< 0.1%
-9806768.71	1	< 0.1%
-9340644.345	1	< 0.1%
-9314016.31	1	< 0.1%
-8932101.301	1	< 0.1%
-8735841.308	1	< 0.1%
-8370009.16	1	< 0.1%
-8360591.504	1	< 0.1%

Value	Count	Frequency (%)
155509318.4	1	< 0.1%
142003380.4	1	< 0.1%
137797686.4	1	< 0.1%
125152244.9	1	< 0.1%
108832260.3	1	< 0.1%
105203213.9	1	< 0.1%
94934255.21	1	< 0.1%
80734753.24	1	< 0.1%
79117170.18	1	< 0.1%
76777202.25	1	< 0.1%

Commoditie
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	62
Distinct (%)	< 0.1%
Missing	130
Missing (%)	0.1%
Memory size	1.6 MiB

Group or not commodities	23299
Beef and Veal	13583
Milk	13291
Poultry Meat	13108
Pigmeat	12999
Other values (57)	135704

Common Values
Overview

Value	Count	Frequency (%)
Group or not commodities	23299	11.0%
Beef and Veal	13583	6.4%
Milk	13291	6.3%
Poultry Meat	13108	6.2%
Pigmeat	12999	6.1%
Maize	11535	5.4%
Rice	10297	4.9%
Refined Sugar	10247	4.8%
Eggs	8303	3.9%
Soybeans	7318	3.5%
Wheat	6966	3.3%
Coffee	6179	2.9%
Barley	5124	2.4%
Tomatoes	4533	2.1%
Potatoes	4478	2.1%
Non MPS commodities	4355	2.1%
Bananas	4288	2.0%
Beans	4146	2.0%
Sorghum	3020	1.4%
Sheep Meat	2972	1.4%
Rapeseed	2442	1.2%
Oats	2442	1.2%
Cotton	2381	1.1%
Flowers	2220	1.0%
Sunflower	2035	1.0%
Other values (37)	30423	14.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	24
Median length	8
Mean length	9.672977738
Min length	3

Overview of Unicode Properties

Unique unicode characters	44
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	232935	11.4%
o	199930	9.7%
a	158022	7.7%
	141572	6.9%
t	130660	6.4%
i	125091	6.1%
r	93066	4.5%
s	90267	4.4%
n	89785	4.4%
m	82990	4.0%
l	66370	3.2%
d	58399	2.8%
u	56636	2.8%
M	45881	2.2%
g	44935	2.2%
P	43873	2.1%
c	41908	2.0%
f	41073	2.0%
p	36312	1.8%
S	30720	1.5%
B	29606	1.4%
y	27287	1.3%
G	24656	1.2%
R	23423	1.1%
h	17894	0.9%
Other values (19)	118483	5.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1636585	79.8%
Uppercase Letter	273617	13.3%
Space Separator	141572	6.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	45881	16.8%
P	43873	16.0%
S	30720	11.2%
B	29606	10.8%
G	24656	9.0%
R	23423	8.6%
V	14397	5.3%
C	13489	4.9%
W	11850	4.3%
E	8303	3.0%
O	5459	2.0%
T	4533	1.7%
N	4355	1.6%
F	4255	1.6%
A	4207	1.5%
D	2442	0.9%
L	1221	0.4%
Y	605	0.2%
H	342	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	232935	14.2%
o	199930	12.2%
a	158022	9.7%
t	130660	8.0%
i	125091	7.6%
r	93066	5.7%
s	90267	5.5%
n	89785	5.5%
m	82990	5.1%
l	66370	4.1%
d	58399	3.6%
u	56636	3.5%
g	44935	2.7%
c	41908	2.6%
f	41073	2.5%
p	36312	2.2%
y	27287	1.7%
h	17894	1.1%
k	13465	0.8%
z	11535	0.7%
b	9205	0.6%
w	5028	0.3%
v	2571	0.2%
x	1221	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	141572	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1910202	93.1%
Common	141572	6.9%

Most frequent Latin characters

Value	Count	Frequency (%)
e	232935	12.2%
o	199930	10.5%
a	158022	8.3%
t	130660	6.8%
i	125091	6.5%
r	93066	4.9%
s	90267	4.7%
n	89785	4.7%
m	82990	4.3%
l	66370	3.5%
d	58399	3.1%
u	56636	3.0%
M	45881	2.4%
g	44935	2.4%
P	43873	2.3%
c	41908	2.2%
f	41073	2.2%
p	36312	1.9%
S	30720	1.6%
B	29606	1.5%
y	27287	1.4%
G	24656	1.3%
R	23423	1.2%
h	17894	0.9%
V	14397	0.8%
Other values (18)	104086	5.4%

Most frequent Common characters

Value	Count	Frequency (%)
	141572	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2051774	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	232935	11.4%
o	199930	9.7%
a	158022	7.7%
	141572	6.9%
t	130660	6.4%
i	125091	6.1%
r	93066	4.5%
s	90267	4.4%
n	89785	4.4%
m	82990	4.0%
l	66370	3.2%
d	58399	2.8%
u	56636	2.8%
M	45881	2.2%
g	44935	2.2%
P	43873	2.1%
c	41908	2.0%
f	41073	2.0%
p	36312	1.8%
S	30720	1.5%
B	29606	1.4%
y	27287	1.3%
G	24656	1.2%
R	23423	1.1%
h	17894	0.9%
Other values (19)	118483	5.8%

Commoditie_es
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	62
Distinct (%)	< 0.1%
Missing	130
Missing (%)	0.1%
Memory size	1.6 MiB

Nulo	23299
Carne Vacuna	13583
Leche	13291
Carne de Pollo	13108
Carne de Cerdo	12999
Other values (57)	135704

Common Values
Overview

Value	Count	Frequency (%)
Nulo	23299	11.0%
Carne Vacuna	13583	6.4%
Leche	13291	6.3%
Carne de Pollo	13108	6.2%
Carne de Cerdo	12999	6.1%
Maíz	11535	5.4%
Arroz	10297	4.9%
Azúcar Refinada	10247	4.8%
Huevo	8303	3.9%
Soja	7318	3.5%
Trigo	6966	3.3%
Café	6179	2.9%
Cebada	5124	2.4%
Tomate	4533	2.1%
Papa	4478	2.1%
Productos No APM	4355	2.1%
Banano	4288	2.0%
Frijol	4142	2.0%
Sorgo	3020	1.4%
Carne de Oveja	2972	1.4%
Avena	2442	1.2%
Colza	2442	1.2%
Algodón	2381	1.1%
Flores	2220	1.0%
Girasol	2035	1.0%
Other values (37)	30427	14.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	18
Median length	5
Mean length	7.661370772
Min length	3

Overview of Unicode Properties

Unique unicode characters	49
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	207850	12.8%
e	167372	10.3%
o	152235	9.4%
r	118170	7.3%
	100462	6.2%
n	96254	5.9%
C	73763	4.5%
l	72878	4.5%
d	67610	4.2%
u	57809	3.6%
c	49576	3.1%
z	38062	2.3%
A	35821	2.2%
i	34193	2.1%
P	32148	2.0%
N	28495	1.8%
t	21383	1.3%
f	19116	1.2%
M	18998	1.2%
g	17696	1.1%
j	17376	1.1%
L	16954	1.0%
V	15618	1.0%
v	14914	0.9%
T	13941	0.9%
Other values (24)	136390	8.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1235816	76.0%
Uppercase Letter	288806	17.8%
Space Separator	100462	6.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	73763	25.5%
A	35821	12.4%
P	32148	11.1%
N	28495	9.9%
M	18998	6.6%
L	16954	5.9%
V	15618	5.4%
T	13941	4.8%
S	11559	4.0%
R	10247	3.5%
H	8303	2.9%
F	7617	2.6%
B	5061	1.8%
G	3256	1.1%
O	2972	1.0%
D	1221	0.4%
U	1197	0.4%
Y	906	0.3%
Ñ	605	0.2%
E	124	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	207850	16.8%
e	167372	13.5%
o	152235	12.3%
r	118170	9.6%
n	96254	7.8%
l	72878	5.9%
d	67610	5.5%
u	57809	4.7%
c	49576	4.0%
z	38062	3.1%
i	34193	2.8%
t	21383	1.7%
f	19116	1.5%
g	17696	1.4%
j	17376	1.4%
v	14914	1.2%
h	13465	1.1%
s	11583	0.9%
í	11535	0.9%
m	10602	0.9%
ú	10247	0.8%
é	6179	0.5%
b	5458	0.4%
p	4776	0.4%
ó	3790	0.3%
Other values (3)	5687	0.5%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	100462	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1524622	93.8%
Common	100462	6.2%

Most frequent Latin characters

Value	Count	Frequency (%)
a	207850	13.6%
e	167372	11.0%
o	152235	10.0%
r	118170	7.8%
n	96254	6.3%
C	73763	4.8%
l	72878	4.8%
d	67610	4.4%
u	57809	3.8%
c	49576	3.3%
z	38062	2.5%
A	35821	2.3%
i	34193	2.2%
P	32148	2.1%
N	28495	1.9%
t	21383	1.4%
f	19116	1.3%
M	18998	1.2%
g	17696	1.2%
j	17376	1.1%
L	16954	1.1%
V	15618	1.0%
v	14914	1.0%
T	13941	0.9%
h	13465	0.9%
Other values (23)	122925	8.1%

Most frequent Common characters

Value	Count	Frequency (%)
	100462	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1588203	97.7%
None	36881	2.3%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	207850	13.1%
e	167372	10.5%
o	152235	9.6%
r	118170	7.4%
	100462	6.3%
n	96254	6.1%
C	73763	4.6%
l	72878	4.6%
d	67610	4.3%
u	57809	3.6%
c	49576	3.1%
z	38062	2.4%
A	35821	2.3%
i	34193	2.2%
P	32148	2.0%
N	28495	1.8%
t	21383	1.3%
f	19116	1.2%
M	18998	1.2%
g	17696	1.1%
j	17376	1.1%
L	16954	1.1%
V	15618	1.0%
v	14914	0.9%
T	13941	0.9%
Other values (17)	99509	6.3%

Most frequent None characters

Value	Count	Frequency (%)
í	11535	31.3%
ú	10247	27.8%
é	6179	16.8%
ó	3790	10.3%
á	2974	8.1%
ñ	1551	4.2%
Ñ	605	1.6%

unitusd
Categorical

HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

USDmn	155788
USD/t	20685
000t	15378
ratio	11672
%	7752
Other values (5)	839

Value	Count	Frequency (%)
USDmn	155788	73.4%
USD/t	20685	9.8%
000t	15378	7.2%
ratio	11672	5.5%
%	7752	3.7%
USD/person	399	0.2%
USD/SqKmAL	347	0.2%
USD/SqKmAl	52	< 0.1%
person	26	< 0.1%
USD/USD	15	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	10
Median length	5
Mean length	4.800390356
Min length	1

Overview of Unicode Properties

Unique unicode characters	21
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
S	177700	17.5%
U	177301	17.4%
D	177301	17.4%
n	156213	15.3%
m	156187	15.3%
t	47735	4.7%
0	46134	4.5%
/	21498	2.1%
r	12097	1.2%
o	12097	1.2%
a	11672	1.1%
i	11672	1.1%
%	7752	0.8%
p	425	< 0.1%
e	425	< 0.1%
s	425	< 0.1%
q	399	< 0.1%
K	399	< 0.1%
A	399	< 0.1%
L	347	< 0.1%
l	52	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	533447	52.4%
Lowercase Letter	409399	40.2%
Decimal Number	46134	4.5%
Other Punctuation	29250	2.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	177700	33.3%
U	177301	33.2%
D	177301	33.2%
K	399	0.1%
A	399	0.1%
L	347	0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	21498	73.5%
%	7752	26.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	156213	38.2%
m	156187	38.2%
t	47735	11.7%
r	12097	3.0%
o	12097	3.0%
a	11672	2.9%
i	11672	2.9%
p	425	0.1%
e	425	0.1%
s	425	0.1%
q	399	0.1%
l	52	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	46134	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	942846	92.6%
Common	75384	7.4%

Most frequent Latin characters

Value	Count	Frequency (%)
S	177700	18.8%
U	177301	18.8%
D	177301	18.8%
n	156213	16.6%
m	156187	16.6%
t	47735	5.1%
r	12097	1.3%
o	12097	1.3%
a	11672	1.2%
i	11672	1.2%
p	425	< 0.1%
e	425	< 0.1%
s	425	< 0.1%
q	399	< 0.1%
K	399	< 0.1%
A	399	< 0.1%
L	347	< 0.1%
l	52	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
0	46134	61.2%
/	21498	28.5%
%	7752	10.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1018230	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
S	177700	17.5%
U	177301	17.4%
D	177301	17.4%
n	156213	15.3%
m	156187	15.3%
t	47735	4.7%
0	46134	4.5%
/	21498	2.1%
r	12097	1.2%
o	12097	1.2%
a	11672	1.1%
i	11672	1.1%
%	7752	0.8%
p	425	< 0.1%
e	425	< 0.1%
s	425	< 0.1%
q	399	< 0.1%
K	399	< 0.1%
A	399	< 0.1%
L	347	< 0.1%
l	52	< 0.1%

valueusd
Real number (ℝ)

SKEWED
ZEROS

Distinct	80304
Distinct (%)	37.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2417.98381
Minimum	-94866.86851
Maximum	6780906
Zeros	89421
Zeros (%)	42.2%
Memory size	1.6 MiB

Quantile statistics

Minimum	-94866.86851
5-th percentile	-0.1677436218
Q1	0
median	0.6935488935
Q3	170.7507744
95-th percentile	4835.884997
Maximum	6780906
Range	6875772.869
Interquartile range (IQR)	170.7507744

Descriptive statistics

Standard deviation	50734.45856
Coefficient of variation (CV)	20.98213328
Kurtosis	9516.52596
Mean	2417.98381
Median Absolute Deviation (MAD)	0.6935488935
Skewness	87.85401746
Sum	512888217.8
Variance	2573985286
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	89421	42.2%
1	4136	1.9%
1.098901099	40	< 0.1%
1.1	36	< 0.1%
13	35	< 0.1%
1.46	30	< 0.1%
1.15	24	< 0.1%
1.035	24	< 0.1%
0.966183575	20	< 0.1%
925.9404	20	< 0.1%
28	20	< 0.1%
1.0267	20	< 0.1%
9	17	< 0.1%
31.50684932	15	< 0.1%
0.757575758	14	< 0.1%
4.610360156	12	< 0.1%
240	12	< 0.1%
24.14053355	12	< 0.1%
1.048	12	< 0.1%
3.381642512	11	< 0.1%
1.51	10	< 0.1%
0.5	10	< 0.1%
1125	10	< 0.1%
-3.5	10	< 0.1%
-0.024584718	10	< 0.1%
Other values (80279)	118133	55.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-94866.86851	1	< 0.1%
-92542.44202	1	< 0.1%
-84931.25974	1	< 0.1%
-80925.39883	1	< 0.1%
-80663.66023	1	< 0.1%
-80271.57922	1	< 0.1%
-79379.35554	1	< 0.1%
-74434.84426	1	< 0.1%
-72734.812	1	< 0.1%
-72319.20886	1	< 0.1%

Value	Count	Frequency (%)
6780906	1	< 0.1%
6764721	1	< 0.1%
6750739	1	< 0.1%
6738462	1	< 0.1%
5104078	1	< 0.1%
5027916	1	< 0.1%
4951557	1	< 0.1%
4874946	1	< 0.1%
4798216	1	< 0.1%
4721838	1	< 0.1%

Graph_Order
Real number (ℝ)

MISSING

Distinct	71
Distinct (%)	< 0.1%
Missing	27027
Missing (%)	12.7%
Infinite	0
Infinite (%)	0.0%

Mean	320.7333902
Minimum	-1
Maximum	70104
Zeros	0
Zeros (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	-1
5-th percentile	1
Q1	30
median	80
Q3	130
95-th percentile	210
Maximum	70104
Range	70105
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	4027.042602
Coefficient of variation (CV)	12.55573235
Kurtosis	295.8248985
Mean	320.7333902
Median Absolute Deviation (MAD)	50
Skewness	17.25544704
Sum	59363581
Variance	16217072.12
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	19338	9.1%
70	18765	8.8%
80	17498	8.2%
40	10033	4.7%
30	9660	4.6%
130	9645	4.5%
100	9332	4.4%
110	9306	4.4%
120	9047	4.3%
90	8946	4.2%
-1	6932	3.3%
1	5708	2.7%
150	5036	2.4%
20	4903	2.3%
50	4804	2.3%
180	4773	2.3%
220	4689	2.2%
140	4588	2.2%
160	4525	2.1%
200	4466	2.1%
210	4451	2.1%
161	395	0.2%
250	366	0.2%
230	366	0.2%
171	364	0.2%
Other values (46)	7151	3.4%
(Missing)	27027	12.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	6932	3.3%
1	5708	2.7%
10	19338	9.1%
20	4903	2.3%
30	9660	4.6%
40	10033	4.7%
50	4804	2.3%
70	18765	8.8%
80	17498	8.2%
90	8946	4.2%

Value	Count	Frequency (%)
70104	27	< 0.1%
70102	22	< 0.1%
70101	29	< 0.1%
70099	6	< 0.1%
70098	6	< 0.1%
70097	6	< 0.1%
70079	33	< 0.1%
70078	33	< 0.1%
70076	33	< 0.1%
70066	21	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	country_id	country	country_es	Parent1Name	Parent1Name_es	Parent2Name	Parent2Name_es	Parent3Name	Parent3Name_es	Parent4Name	Parent4Name_es	ind_id	description	description_es	code	comm_id	Category	unit	year	value	Commoditie	Commoditie_es	unitusd	valueusd	Graph_Order
0	JM	JAMAICA	JAMAICA	Reference Price (at farm gate)	Precio de Referencia (Precio en finca)	NaN	NaN	NaN	NaN	NaN	NaN	7.0	Reference Price (at farm gate)	Precio de Referencia (Precio en finca)	RP	31	2	JMD/t	2013	89530.900000	Poultry Meat	Carne de Pollo	USD/t	888.467758	70.0
1	SR	SURINAME	SURINAM	Level of Consumption	Nivel de Consumo	NaN	NaN	NaN	NaN	NaN	NaN	4.0	Level of Consumption	Nivel de Consumo	QC	4	2	000t	2012	3.130000	Beef and Veal	Carne Vacuna	000t	3.130000	40.0
2	SR	SURINAME	SURINAM	Producer NPC	CPN del Productor	NaN	NaN	NaN	NaN	NaN	NaN	18.0	Producer NPC	CPN del Productor	PNPC	6	2	ratio	2007	1.000000	Bananas	Banano	ratio	1.000000	180.0
3	BO	BOLIVIA	BOLIVIA	Reference Price (at farm gate)	Precio de Referencia (Precio en finca)	NaN	NaN	NaN	NaN	NaN	NaN	7.0	Reference Price (at farm gate)	Precio de Referencia (Precio en finca)	RP	4	2	BOB/t	2007	15295.480000	Beef and Veal	Carne Vacuna	USD/t	1949.940000	70.0
4	BO	BOLIVIA	BOLIVIA	Total Value of Consumption (at farm gate)	Valor Total del Consumo (Precios en finca)	NaN	NaN	NaN	NaN	NaN	NaN	102.0	Total Value of Consumption (at farm gate)	Valor Total del Consumo (Precios en finca)	VC	0	1	BOBmn	2008	16556.710000	Group or not commodities	Nulo	USDmn	2178.510000	30.0
5	SR	SURINAME	SURINAM	Producer Single Commodity Transfers	Transferencias al Productor de un Producto Individual	NaN	NaN	NaN	NaN	NaN	NaN	23.0	Producer Single Commodity Transfers	Transferencias al Productor de un Producto Individual	PSCT	24	3	SRDmn	2006	17.941530	Oranges	Naranja	USDmn	6.453788	30.0
6	JM	JAMAICA	JAMAICA	Producer Price (at farm gate)	Precio al Productor (Precio en finca)	NaN	NaN	NaN	NaN	NaN	NaN	2.0	Producer Price (at farm gate)	Precio al Productor (Precio en finca)	PP	52	2	JMD/t	2008	146006.000000	Cocoa Beans	Cacao	USD/t	2002.280000	20.0
7	NI	NICARAGUA	NICARAGUA	Market Transfers	Transferencias de Mercado	NaN	NaN	NaN	NaN	NaN	NaN	9.0	Market Transfers	Transferencias de Mercado	CT	31	2	NIOmn	2009	1254.520000	Poultry Meat	Carne de Pollo	USDmn	61.798830	90.0
8	TT	TRINIDAD AND TOBAGO	Trinidad y Tobago	Market Transfers	Transferencias de Mercado	NaN	NaN	NaN	NaN	NaN	NaN	9.0	Market Transfers	Transferencias de Mercado	CT	97	2	TTDmn	2011	-1.700424	Papaya	Papaya	USDmn	-0.264612	90.0
9	JM	JAMAICA	JAMAICA	Market Transfers	Transferencias de Mercado	NaN	NaN	NaN	NaN	NaN	NaN	9.0	Market Transfers	Transferencias de Mercado	CT	31	2	JMDmn	2006	11162.820000	Poultry Meat	Carne de Pollo	USDmn	169.441709	90.0

Last rows

	country_id	country	country_es	Parent1Name	Parent1Name_es	Parent2Name	Parent2Name_es	Parent3Name	Parent3Name_es	Parent4Name	Parent4Name_es	ind_id	description	description_es	code	Category	unit	year	value	Commoditie	Commoditie_es	unitusd	valueusd	Graph_Order
212104	GT	GUATEMALA	GUATEMALA	General Services Support Estimate (GSSE)	Estimado de Apoyo a Servicios Generales (EASG)	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	NaN	NaN	NaN	NaN	167.0	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	GSSEA	1	GTQmn	2008	61.051232	Group or not commodities	Nulo	USDmn	7.847202	161.0
212105	GT	GUATEMALA	GUATEMALA	General Services Support Estimate (GSSE)	Estimado de Apoyo a Servicios Generales (EASG)	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	NaN	NaN	NaN	NaN	167.0	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	GSSEA	1	GTQmn	2009	53.092885	Group or not commodities	Nulo	USDmn	6.358429	161.0
212106	GT	GUATEMALA	GUATEMALA	General Services Support Estimate (GSSE)	Estimado de Apoyo a Servicios Generales (EASG)	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	NaN	NaN	NaN	NaN	167.0	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	GSSEA	1	GTQmn	2010	54.249815	Group or not commodities	Nulo	USDmn	6.772761	161.0
212107	GT	GUATEMALA	GUATEMALA	General Services Support Estimate (GSSE)	Estimado de Apoyo a Servicios Generales (EASG)	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	NaN	NaN	NaN	NaN	167.0	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	GSSEA	1	GTQmn	2011	120.000000	Group or not commodities	Nulo	USDmn	15.404365	161.0
212108	GT	GUATEMALA	GUATEMALA	General Services Support Estimate (GSSE)	Estimado de Apoyo a Servicios Generales (EASG)	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	NaN	NaN	NaN	NaN	167.0	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	GSSEA	1	GTQmn	2012	88.030000	Group or not commodities	Nulo	USDmn	11.254486	161.0
212109	GT	GUATEMALA	GUATEMALA	General Services Support Estimate (GSSE)	Estimado de Apoyo a Servicios Generales (EASG)	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	NaN	NaN	NaN	NaN	167.0	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	GSSEA	1	GTQmn	2013	60.345000	Group or not commodities	Nulo	USDmn	7.691994	161.0
212110	GT	GUATEMALA	GUATEMALA	General Services Support Estimate (GSSE)	Estimado de Apoyo a Servicios Generales (EASG)	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	NaN	NaN	NaN	NaN	167.0	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	GSSEA	1	GTQmn	2014	71.420000	Group or not commodities	Nulo	USDmn	9.250804	161.0
212111	GT	GUATEMALA	GUATEMALA	General Services Support Estimate (GSSE)	Estimado de Apoyo a Servicios Generales (EASG)	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	NaN	NaN	NaN	NaN	167.0	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	GSSEA	1	GTQmn	2015	75.390000	Group or not commodities	Nulo	USDmn	9.867969	161.0
212112	GT	GUATEMALA	GUATEMALA	General Services Support Estimate (GSSE)	Estimado de Apoyo a Servicios Generales (EASG)	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	NaN	NaN	NaN	NaN	167.0	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	GSSEA	1	GTQmn	2016	97.940000	Group or not commodities	Nulo	USDmn	12.914149	161.0
212113	GT	GUATEMALA	GUATEMALA	General Services Support Estimate (GSSE)	Estimado de Apoyo a Servicios Generales (EASG)	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	NaN	NaN	NaN	NaN	167.0	H. Agricultural Knowledge and Innovation System	H. Conocimiento Agropecuario y Sistema de Innovación	GSSEA	1	GTQmn	2017	91.380000	Group or not commodities	Nulo	USDmn	12.463940	161.0

Overview

Variables

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Most frequent Decimal Number characters

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Most frequent Common characters

Most occurring blocks

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Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

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Most occurring characters

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Most frequent Lowercase Letter characters

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Open Punctuation characters